{ "cells": [ { "cell_type": "raw", "metadata": {}, "source": [ "Code provided under BSD 3-Clause license, all other content under a Creative Commons Attribution license, CC-BY 4.0. (c) 2023 Francesco Mario Antonio Mitrotta." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# One-variable Optimization of the CRM-like Box Beam\n", "\n", "In our [last notebook](18_Development_and_Nonlinear_Structural_Stability_Analysis_of_a_CRM-like_Box_Beam_Model.ipynb) we developed a straight box beam approximation of the CRM wingbox, which we called CRM-like box beam, and we studied its nonlinear structural response under a concentrated tip load. In this notebook we are going to use the OpenMDAO framework to attempt a proof-of-conpcept optimization of such box beam model including a nonlinear structural stability constraint. In this proof-of-concept optimization we are going to minimize the mass of the structure using a single design variable, that is to say the wall thickness, which will be the same for all structural elements. After recalling the CRM-like box beam geometry from our last notebook, we will define the optimization problem in a way that the initial structure is optimal in linear buckling terms, to allow an easy comparison. Then we'll implement the optimization problem with the OpenMDAO library, set up the numerical model and carry the optimization taking a look at how some nonlinear analysis parameters affect the results.\n", "\n", "* [Definition of the CRM-like box beam model](#model-definition)\n", "* [Formulation of the optimization problem](#optimization-problem)\n", "* [OpenMDAO implementation](#openmdao-implementation)\n", "* [Setup of the numerical model](#numerical-model-setup)\n", "* [Optimization](#optimization)\n", "* [Conclusion](#conclusion)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import matplotlib.pyplot as plt # import matplotlib\n", "import tol_colors as tc # import package for colorblind-friendly colors\n", "from matplotlib.lines import (\n", " Line2D,\n", ") # class defining the characters for the marker styles\n", "import os\n", "\n", "# Set default plot settings\n", "plt.rc(\n", " \"axes\", prop_cycle=plt.cycler(\"color\", list(tc.tol_cset(\"bright\")))\n", ")\n", "plt.rcParams[\"figure.dpi\"] = 120 # set default dpi of figures\n", "MARKERS = list(Line2D.markers.keys())[2:] # list of marker characters\n", "COLORS = plt.rcParams[\"axes.prop_cycle\"].by_key()[\n", " \"color\"\n", "] # retrieve list with succession of standard matplotlib colors\n", "UNSTABLE_COLOR = COLORS[1] # color for unstable segments\n", "GLASS_CEILING_COLOR = COLORS[2] # green is used for glass ceiling\n", "del COLORS[1:3] # delete red from list of colors\n", "LENGTH_SCALE_FACTOR = 1e-3 # scale lengths from mm to m\n", "\n", "# Enable interactive plots\n", "%matplotlib widget\n", "\n", "# Constants - Nastran subcase IDs\n", "FIRST_SUBCASE_ID = 1\n", "SECOND_SUBCASE_ID = 2\n", "\n", "# Constants - Nastran card IDs\n", "FORCE_SET_ID = 11\n", "METHOD_SET_ID = 12\n", "\n", "# Constants - eigenvalue analysis settings\n", "NO_EIGENVALUES = 20\n", "UPPER_EIGENVALUE = 100. # upper bound for eigenvalues [N/mm] - set to 10^5 N/m to avoid convergence issues of Lanczos solver\n", "EIGENVALUE_SCALE_FACTOR = 1e3 # scaling factor to convert eigenvalues from N/mm to N/m\n", "\n", "# Constants - displacement and load component indices\n", "Z_INDEX = 2 # translation along z-axis\n", "\n", "# Define path to analysis directory\n", "ANALYSIS_DIRECTORY_PATH = os.path.join(\n", " os.getcwd(), \"analyses\", \"19_One-variable_Optimization_of_the_CRM-like_Box_Beam\")\n", "\n", "# Set the environment variable for the directory containing the report files\n", "report_directory_path = os.path.relpath(ANALYSIS_DIRECTORY_PATH, os.getcwd())\n", "os.environ['OPENMDAO_REPORTS_DIR'] = report_directory_path" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Definition of the CRM-like box beam model \n", "\n", "***\n", "\n", "We recall the geometrical parameters that we derived in our [last notebook](18_Development_and_Nonlinear_Structural_Stability_Analysis_of_a_CRM-like_Box_Beam_Model.ipynb)." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Number of stiffeners: 2\n", "Number of ribs: 19\n" ] } ], "source": [ "import numpy as np # import numpy library\n", "\n", "L = 29.38e3 # [mm] box beam length\n", "W = 3.41e3 # [mm] box beam width\n", "h = 0.77e3 # [mm] box beam height\n", "t0 = h / 100 # [mm] initial box beam thickness\n", "stiffeners_height = h / 10 # [mm] stiffeners height\n", "no_stiffeners = 2 # number of stiffeners\n", "stiffeners_x_locations = np.linspace(0, W, no_stiffeners + 2)[\n", " 1:-1\n", "] # [mm] stiffeners x-coordinates\n", "stiffeners_spacing = W / (no_stiffeners + 1) # [mm] stiffeners spacing\n", "ribs_spacing = stiffeners_spacing * 1.4 # [mm] ribs spacing\n", "no_ribs = round(L / ribs_spacing) + 1 # number of ribs\n", "ribs_y_locations = np.linspace(0, L, no_ribs) # [mm] ribs y-coordinates\n", "print(\n", " f\"\"\"\n", "Number of stiffeners: {no_stiffeners:d}\n", "Number of ribs: {no_ribs:d}\"\"\"\n", ") # print number of stiffeners and ribs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We also recall the target element length that we obtained from the [mesh convergence study](18_Development_and_Nonlinear_Structural_Stability_Analysis_of_a_CRM-like_Box_Beam_Model.ipynb#mesh-convergence)." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "element_length = 169.6 # [mm]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then we recall the material properties. This time we also consider the yield strength to enforce material strength constraint during the optimization. All material properties are taken from the paper by [Brooks et al. (2018)](https://arc.aiaa.org/doi/10.2514/1.J056603)." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "rho = 2780e-12 # density [tons/mm^3]\n", "E = 73.1e3 # Young's modulus [MPa]\n", "nu = 0.3 # Poisson's ratio\n", "SIGMA_Y = 420.0 # yield strength [MPa]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Formulation of the optimization problem \n", "\n", "***\n", "\n", "In this notebook we want to attempt a proof-of-concept optimization with a nonlinear structural stability constraint. Given the proof-of-concept nature of our attempt, we consider only one design variable, the wall thickness $t$, which we consider to be the same for all the structural elements. We define our optimization objective as the minimization of structural mass, and we bound the wall thickness between a minimum and a maximum value.\n", "\n", "What load magnitude should we apply to our box beam? The idea is that we should be able to compare the structure optimized with the nonlinear structural stability constraint with a baseline design that is optimal in linear buckling terms.\n", "\n", "With the wall thickness being our only design variable, we can immediately notice that there is a bijective relationship between the wall thickness and the linear buckling load of the box beam, which means that for each value of the wall thickness there is a corresponding value of the linear buckling load. If we choose the design load to be equal to the linear buckling load of the initial structure with wall thickness $t_0$, we can state that the initial structure is already optimal in linear buckling terms. In fact, if we were to decrease the wall thickness, the linear buckling load would become lower than the design load, making the structure unfeasible.\n", "\n", "As a consequence, by setting up our optimization problem with only one design variable and by applying a design load equal to the linear buckling load of the initial structure, we can assess the efficacy of our nonlinear structural stability constraint by simply comparing the optimized structure to the initial design.\n", "\n", "Let's recall the linear buckling load of the CRM-like box beam that we found in our [last notebook](18_Development_and_Nonlinear_Structural_Stability_Analysis_of_a_CRM-like_Box_Beam_Model.ipynb#mesh-convergence)." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "DESIGN_LOAD = 12517.0 # [N]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we need to define the constraints of our optimization. We are going to consider the following constraints:\n", "\n", "- the structure must be stable at every equilibrium point along the equilibrium path;\n", "- all deformations must be elastic, i.e. the material must not yield.\n", "\n", "The first constraint corresponds to our nonlinear structural stability constraint, and we are going to enforce it by constraining the $N_\\lambda$ smallest-magnitude eigenvalues of the tangent stiffness matrix to be positive for every converged increment of the analysis. The second constraint corresponds to a more traditional material strength constraint, and we are going to enforce it by constraining the von Mises stress of all elements to remain below the yield strength.\n", "\n", "Our optimization problem can be stated as it follows:\n", "$$\n", " \\begin{aligned}\n", " \\text{minimize} & & & m\\\\\n", " \\text{by varying} & & & t_\\mathrm{min} \\leq t \\leq t_\\mathrm{max}\\\\\n", " \\text{subject to} & & & g_{\\lambda,\\,ij}=-\\lambda_{ij}<0 & & i=1, \\dots, N_i,\\; j=1, \\dots, N_\\lambda\\\\\n", " & & & g_{\\sigma,\\,k}=\\sigma_k-\\sigma_\\mathrm{max}<0 & & k=1, \\dots, N_e,\n", " \\end{aligned}\n", "$$\n", "\n", "where $t_{min}$ and $t_{max}$ are the thickness bounds, $\\lambda_{ij}$ is the $j$-th tangent stiffness matrix eigenvalue of the $i$-th increment, $\\sigma_k$ is the von Mises stress of the $k$-th element, and $\\sigma_{max}$ is the yield strength of the material.\n", "\n", "Instead of imposing the constraints on each eigenvalue and on each element, we are going to aggregate them using Kreisselmeier–Steinhauser (KS) functions ([Martins & Ning, 2021](https://www.cambridge.org/highereducation/books/engineering-design-optimization/B1B23D00AF79E45502C4649A0E43135B#contents)), so that we have one single value for each constraint function:\n", "\n", "$$KS_\\lambda=\\max_{i,j}\\left(g_{\\lambda,\\,ij}\\right)+\\frac{1}{\\rho}\\ln\\left(\\sum_{i=1}^{N_i}\\sum_{j=1}^{N_\\lambda}\\exp\\left(\\rho\\left(g_{\\lambda,\\,ij}-\\max_{i,j}\\left(g_{\\lambda,\\,ij}\\right)\\right)\\right)\\right),$$\n", "$$KS_\\sigma=\\max_k\\left(g_{\\sigma,\\,k}\\right)+\\frac{1}{\\rho}\\ln\\left(\\sum_{k=1}^{N_e}\\exp\\left(\\rho\\left(g_{\\sigma,\\,k}-\\max_k\\left(g_{\\sigma,\\,k}\\right)\\right)\\right)\\right).$$\n", "\n", "Furthermore, we need to include an additional constraint for the applied load at the end of the nonlinear analysis. In fact, even if the nonlinear analysis fails to converge to the prescribed applied load, Nastran will still produce valid output files that will be fed to the optimizer. When the applied load at the end of the nonlinear analysis $P_\\text{end}$ is lower than the prescribed design load $P_\\text{design}$, the output file will provide misleading values for the constraint functions. As a consequence, the following constraint is defined:\n", "\n", "$$g_P=\\frac{P_\\text{end}}{P_\\text{design}}\\geq 0.99,$$\n", "\n", "which means that the applied load at the end of the nonlinear analysis must be at least 99% of the prescribed design load." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## OpenMDAO implementation \n", "\n", "***\n", "\n", "To implement our optimization, we are going to use the [OpenMDAO](https://openmdao.org/) libary, which is an open-source high-performance computing architecture for multidisciplinary analsyis and optimization. The smallest unit of computational work within OpenMDAO is the so-called _Component_, where the actual numerical calculations happen. Each component has input and output variables that can be connected to chain together multiple computations. In our case, we only have one kind of computation happening, that is to say the nonlinear analysis under the design load. This computation has to take as input the wall thickness of our box beam, which is our only design variable, and calculate our objective and constraints.\n", "\n", "Let's go ahead and define this component, that we are going to call `NastranSolver`. We define the component such that it takes the following variables as input options:\n", "- the `BDF` object, representing the Nastran model;\n", "- the input name of the Nastran run;\n", "- the flag to run the Nastran analysis.\n", "\n", "These options represent \"static inputs\" of the component, defining quantities or objects that do not change during the optimization. The real input of the component, or in other words the quantity that does change during the optimization, is the wall thickness of the box beam, and we define it accordingly.\n", "\n", "Finally, we define the following component outputs:\n", "- the mass of the box beam;\n", "- the value of the nonlinear structural stability constraint;\n", "- the value of the material strength constraint;\n", "- the value of the applied load constraint.\n", "\n", "Then we define the `compute` method of the component such that it changes the wall thickness of the box beam in the `BDF` object, calculates the mass of the box beam, runs the nonlinear analysis, and calculates the constraints values." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "import openmdao.api as om # make available the most common OpenMDAO classes and functions\n", "from pyNastran.bdf.bdf import BDF # pyNastran BDF class\n", "from resources import (\n", " pynastran_utils,\n", ") # utility functions to work with pyNastran objects\n", "from pyNastran.bdf.mesh_utils.mass_properties import (\n", " mass_properties,\n", ") # pyNastran function to calculate mass properties\n", "from pyNastran.op2.op2 import read_op2 # pyNastran OP2 reader function\n", "\n", "\n", "class NastranSolver(om.ExplicitComponent):\n", " \"\"\"\n", " An OpenMDAO component that performs a finite element analysis by\n", " running Nastran.\n", "\n", " Attributes\n", " ----------\n", " options : dict\n", " A dictionary of options for configuring the Nastran analysis.\n", "\n", " Methods\n", " -------\n", " initialize()\n", " Declare options for the component.\n", " setup()\n", " Define the component's inputs and outputs.\n", " setup_partials()\n", " Declare partial derivatives for the component.\n", " compute(inputs, outputs, discrete_inputs, discrete_outputs)\n", " Executes the Nastran analysis with the provided inputs and\n", " populates the outputs based on the analysis results.\n", " \"\"\"\n", "\n", " def initialize(self):\n", " \"\"\"\n", " Declare options for the component.\n", "\n", " Options\n", " -------\n", " bdf : BDF\n", " The BDF object representing the model.\n", " input_name : str\n", " Name of the input file for the analysis.\n", " run_flag : bool\n", " Flag to indicate if the analysis should be run.\n", " \"\"\"\n", " self.options.declare(\n", " \"bdf\", types=BDF, desc=\"BDF object representing the Nastran model.\"\n", " )\n", " self.options.declare(\n", " \"input_name\", types=str, desc=\"Name for the analysis input file.\"\n", " )\n", " self.options.declare(\n", " \"run_flag\",\n", " types=bool,\n", " default=True,\n", " desc=\"Flag to control whether the analysis should be executed.\",\n", " )\n", "\n", " def setup(self):\n", " \"\"\"\n", " Define the inputs and outputs for the Nastran analysis\n", " component. This includes defining the shape and type of analysis\n", " results to be expected.\n", " \"\"\"\n", " # Define inputs\n", " self.add_input(\"t\", desc=\"Thickness values for the elements in the model.\")\n", " # Define outputs\n", " self.add_output(\"mass\", desc=\"Total mass of the structure.\")\n", " self.add_output(\n", " \"ks_stress\", desc=\"Kreisselmeier-Steinhauser aggregated stress value.\"\n", " )\n", " self.add_discrete_output(\n", " \"op2\", val=None, desc=\"OP2 object containing the analysis results.\"\n", " )\n", " self.add_output(\"ks_stability\", desc=\"KS aggregated stability metric.\")\n", " self.add_output(\n", " \"load_factor\",\n", " desc=\"Magnitude of the applied load in the final state of the analysis.\",\n", " )\n", "\n", " def setup_partials(self):\n", " \"\"\"\n", " Declare partial derivatives for the component using finite difference method.\n", " \"\"\"\n", " # Finite difference all partials\n", " self.declare_partials(\"*\", \"*\", method=\"fd\", step=1e-6)\n", "\n", " def compute(self, inputs, outputs, discrete_inputs, discrete_outputs):\n", " \"\"\"\n", " Conducts the Nastran analysis based on the inputs and updates\n", " the outputs with the results. This includes running the\n", " analysis, reading results, and aggregating outcomes.\n", "\n", " Parameters\n", " ----------\n", " inputs : dict\n", " Dictionary containing the input values.\n", " outputs : dict\n", " Dictionary containing the output values.\n", " discrete_inputs : dict\n", " Dictionary containing the discrete input values.\n", " discrete_outputs : dict\n", " Dictionary containing the discrete output values.\n", " \"\"\"\n", "\n", " # Extract options for convenience\n", " bdf = self.options[\"bdf\"]\n", " input_name = self.options[\"input_name\"]\n", " run_flag = self.options[\"run_flag\"]\n", "\n", " # Assign thickness to PSHELL card\n", " pid = 1 # property id\n", " t = inputs[\"t\"][0]\n", " bdf.properties[pid].t = t\n", " bdf.properties[pid].z1 = None\n", " bdf.properties[pid].z2 = None\n", "\n", " # Calculate mass\n", " outputs[\"mass\"] = mass_properties(bdf)[0]\n", "\n", " # Run analysis\n", " pynastran_utils.run_analysis(\n", " directory_path=ANALYSIS_DIRECTORY_PATH,\n", " bdf=bdf,\n", " filename=input_name,\n", " run_flag=run_flag,\n", " )\n", "\n", " # Read op2 file and assign to discrete output\n", " op2_filepath = os.path.join(ANALYSIS_DIRECTORY_PATH, input_name + \".op2\")\n", " op2 = read_op2(op2_filepath, load_geometry=True, debug=None)\n", " discrete_outputs[\"op2\"] = op2\n", "\n", " # Find von mises stresses and aggregate with KS function\n", " stresses = op2.nonlinear_cquad4_stress[FIRST_SUBCASE_ID].data[-1, :, 5]\n", " outputs[\"ks_stress\"] = self.compute_ks_function(\n", " stresses, upper=SIGMA_Y\n", " ) # von Mises stress must be less than yield stress for the material not to yield\n", "\n", " # Read eigenvalues of tangent stiffness matrix and aggregate with KS function\n", " f06_filepath = os.path.splitext(op2_filepath)[0] + \".f06\" # path to .f06 file\n", " eigenvalues = pynastran_utils.read_kllrh_lowest_eigenvalues_from_f06(\n", " f06_filepath\n", " ) # read eigenvalues from f06 files\n", " outputs[\"ks_stability\"] = self.compute_ks_function(\n", " eigenvalues[~np.isnan(eigenvalues)].flatten() * EIGENVALUE_SCALE_FACTOR,\n", " lower_flag=True,\n", " ) # nan values are discarded and eigenvalues are converted from N/mm to N/m\n", "\n", " # Calculate final applied load magnitude\n", " load_factors, _, _ = pynastran_utils.read_load_displacement_history_from_op2(\n", " op2=op2\n", " )\n", " outputs[\"load_factor\"] = load_factors[FIRST_SUBCASE_ID][\n", " -1\n", " ] # find load factor at the last converged increment\n", "\n", " @staticmethod\n", " def compute_ks_function(g, rho=100, upper=0, lower_flag=False):\n", " \"\"\"\n", " Compute the value of the KS function for the given array of\n", " constraints.\n", "\n", " Parameters\n", " ----------\n", " g : ndarray\n", " Array of constraint values. By default negative means\n", " satisfied and positive means violated. Behavior is modified\n", " with upper and lower_flag.\n", " rho : float, optional\n", " Constraint aggregation factor. Default is 100.\n", " upper : float, optional\n", " Upper bound for the constraints. If lower_flag is True, then\n", " this is the lower bound. Default is 0.\n", " lower_flag : bool, optional\n", " Flag to indicate if the constraints are lower-bounded.\n", " Default is False.\n", "\n", " Returns\n", " -------\n", " float\n", " Value of KS function.\n", " \"\"\"\n", " con_val = g - upper # subtract upper bound\n", " if lower_flag:\n", " con_val = -con_val # negate if constraint is lower-bounded\n", " g_max = np.max(np.atleast_2d(con_val), axis=-1)[\n", " :, np.newaxis\n", " ] # find maximum constraint value\n", " g_diff = con_val - g_max # subtract maximum constraint value\n", " exponents = np.exp(rho * g_diff) # exponentiate\n", " summation = np.sum(exponents, axis=-1)[\n", " :, np.newaxis\n", " ] # sum exponentiated values\n", " KS = g_max + 1.0 / rho * np.log(summation) # compute KS function\n", " return KS" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Every OpenMDAO model is constructed using instances of the _Group_ superclass, forming a hierarchy that arranges the components. In our case the hierarchy is very simple, as we only need a single group holding our `NastranSolver`. We then define the `NastranGroup`, which takes the same options of the `NastranSolver` component." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "class NastranGroup(om.Group):\n", " \"\"\"\n", " An OpenMDAO Group that encapsulates the NastranSolver component.\n", "\n", " Attributes\n", " ----------\n", " options : dict\n", " Configuration options for the Nastran analysis, passed to the\n", " NastranSolver component.\n", "\n", " Methods\n", " -------\n", " initialize()\n", " Declares options for the group, including all necessary settings\n", " for running a Nastran analysis.\n", " setup()\n", " Configures the group, adding the NastranSolver component and\n", " setting up connections between inputs and outputs.\n", " \"\"\"\n", "\n", " def initialize(self):\n", " \"\"\"\n", " Initialize options for the Nastran analysis group. This includes\n", " specifying the BDF object, material properties, and other\n", " analysis configurations.\n", " \"\"\"\n", " self.options.declare(\n", " \"bdf\", types=BDF, desc=\"BDF object representing the Nastran model.\"\n", " )\n", " self.options.declare(\n", " \"input_name\", types=str, desc=\"Name for the analysis input file.\"\n", " )\n", " self.options.declare(\n", " \"run_flag\",\n", " types=bool,\n", " default=True,\n", " desc=\"Flag to control whether the analysis should be executed.\",\n", " )\n", "\n", " def setup(self):\n", " \"\"\"\n", " Setup the Nastran analysis group by adding the NastranSolver\n", " subsystem and configuring its options based on the group's\n", " settings.\n", " \"\"\"\n", " self.add_subsystem(\n", " \"nastran_solver\",\n", " NastranSolver(\n", " bdf=self.options[\"bdf\"],\n", " input_name=self.options[\"input_name\"],\n", " run_flag=self.options[\"run_flag\"],\n", " ),\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With the `NastranSolver` and the `NastranGroup` classes we have defined the computational core of our optimization problem. We can now move on to the setup of the numerical model. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup of the numerical model \n", "\n", "***\n", "\n", "To define an instance of `NastranGroup` and set up the actual optimization problem, we first need to define the input `BDF` object. We do this by generating a mesh with the function `mesh_box_beam_reinforced_with_ribs_and_stiffeners` and then passing it to the function `create_base_bdf_input`, both belonging to the `box_beam_utils` module." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "subcase=0 already exists...skipping\n" ] } ], "source": [ "from resources import box_beam_utils\n", "\n", "box_beam_mesh = box_beam_utils.mesh_box_beam_reinforced_with_ribs_and_stiffeners(\n", " width=W,\n", " height=h,\n", " ribs_y_coordinates=ribs_y_locations,\n", " stiffeners_x_coordinates=stiffeners_x_locations,\n", " stiffeners_height=stiffeners_height,\n", " element_length=element_length,\n", ") # generate mesh as a PolyData object\n", "nodes_xyz_array = (\n", " box_beam_mesh.points\n", ") # Nx3 array with the xyz coordinates of the nodes\n", "nodes_connectivity_matrix = box_beam_mesh.faces.reshape(-1, 5)[\n", " :, 1:\n", "] # Nx4 array with the indices of the nodes defining each element in each row\n", "box_beam_bdf = box_beam_utils.create_base_bdf_input(\n", " young_modulus=E,\n", " poisson_ratio=nu,\n", " density=rho,\n", " shell_thickness=t0,\n", " nodes_xyz_array=nodes_xyz_array,\n", " nodes_connectivity_matrix=nodes_connectivity_matrix,\n", ") # create base bdf input" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This gives us a base `BDF` object including material properties, nodes, elements, boundary conditions and output files defaults. We proceed with adding the command to request the output of the nonlinear stresses." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "box_beam_bdf.case_control_deck.subcases[0].add_result_type(\n", " \"NLSTRESS\", \"ALL\", [\"PLOT\"]\n", ") # store nonlinear stress results of all elements in the op2 file" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Analogously to our [last notebook](18_Development_and_Nonlinear_Structural_Stability_Analysis_of_a_CRM-like_Box_Beam_Model.ipynb#numerical-model), we apply a vertical force at the tip of the CRM-like box beam, setting the magnitude of the force equal to the value of the design load. Successively, we create the corresponding static subcase." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "# Define master node of tip section and connect it to the nodes on the edge of the tip section with a RBE3 element\n", "TIP_MASTER_NODE_ID = len(box_beam_bdf.nodes) + 1\n", "box_beam_bdf.add_grid(TIP_MASTER_NODE_ID, [W / 2, L, 0.0])\n", "tolerance = (\n", " element_length / 100\n", ") # we define a geometric tolerance equal to 1/100 of the cquad4 elements length to find the nodes on the edge of the tip section\n", "tip_edge_nodes_ids = [\n", " nid\n", " for nid in box_beam_bdf.nodes\n", " if (np.abs(box_beam_bdf.nodes[nid].xyz[1] - L) < tolerance)\n", " & (\n", " np.abs((box_beam_bdf.nodes[nid].xyz[0]) < tolerance)\n", " | (np.abs(box_beam_bdf.nodes[nid].xyz[0] - W) < tolerance)\n", " | (np.abs(box_beam_bdf.nodes[nid].xyz[2] - h / 2) < tolerance)\n", " | (np.abs(box_beam_bdf.nodes[nid].xyz[2] + h / 2) < tolerance)\n", " )\n", "] # ids of the nodes on the edge of the tip section\n", "rbe3_eid = len(box_beam_bdf.elements) + 1\n", "box_beam_bdf.add_rbe3(\n", " eid=rbe3_eid,\n", " refgrid=TIP_MASTER_NODE_ID,\n", " refc=\"123456\",\n", " weights=[1.0],\n", " comps=[\"123456\"],\n", " Gijs=[tip_edge_nodes_ids],\n", ")\n", "\n", "# Add vertical force\n", "force_direction = [0.0, 0.0, 1.0]\n", "box_beam_bdf.add_force(\n", " sid=FORCE_SET_ID, node=TIP_MASTER_NODE_ID, mag=DESIGN_LOAD, xyz=force_direction\n", ")\n", "\n", "# Add subcase for static analysis\n", "pynastran_utils.create_static_load_subcase(\n", " bdf=box_beam_bdf, subcase_id=FIRST_SUBCASE_ID, load_set_id=FORCE_SET_ID\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we need to setup the nonlinear analysis with the arc-length method. What parameters should we use? The key requirements are to trace the equilibrium path of the structure in a robust way, or in other words avoiding to jump away from it, and to do so in a computationally efficient manner. As a consequence, we cannot choose to employ very fine arc-length increments from the start to the end of the analysis, as this would result in exessively long computational times.\n", "\n", "In our [last notebook](18_Development_and_Nonlinear_Structural_Stability_Analysis_of_a_CRM-like_Box_Beam_Model.ipynb#error-function), we observed that by using load and displacement error functions, $\\mathrm{MAXITER}=5$ and remaining default parameters, all the equilibrium points found by the nonlinear analysis lied on the natural equilibrium path. This analysis took only about 200 seconds, so only a fraction of the 3.2 hours taken by the analysis with very fine arc-length increments. As a consequence, we might be tempted to use the mentioned parameters for the nonlinear analyses of our optimization problem.\n", "\n", "However, the analysis with load and displacement error functions, $\\mathrm{MAXITER}=5$ and remaining default parameters was not able to capture the unstable part of the equilibrium path and thus the snap-through behavior of the structure. Capturing the unstable part of the equilibrium path is an essential requirement for the nonlinear analyses of our optimization problem, in order to enforce the nonlinear structural stability constraint. As a consequence, we need to refine this set of parameters with the aim of capturing the snap-through behavior of the structure.\n", "\n", "To start, we read the op2 file of the analysis employing the mentioned parameters and of that employing very fine arc-length increments. We then plot the 3D equilibrium diagram showing the $z$-displacement at the root of the CRM-like box beam, the $z$-displacement at the tip and the applied load. We do this by using the function `plot_3d_load_displacements_stability` from the `plot_utils` module to highlight the stability along the equilibrium paths." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "0a14965bbb7648a4ad40355f1e0411d7", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from resources import plot_utils\n", "\n", "notebook_18_analysis_directory_path = os.path.join(\n", " os.getcwd(),\n", " \"analyses\",\n", " \"18_Development_and_Nonlinear_Structural_Stability_Analysis_of_a_CRM-like_Box_Beam_Model\",\n", ") # path to analysis directory\n", "\n", "# Find id of node where linear buckling analysis predicts max displacement\n", "no_elements = len(box_beam_bdf.elements)\n", "sol_105_op2_filepath = os.path.join(\n", " notebook_18_analysis_directory_path, f\"sol_105_{no_elements}_elements.op2\"\n", ") # path to SOL 105 OP2 file\n", "sol_105_op2 = read_op2(\n", " op2_filename=sol_105_op2_filepath, load_geometry=True, debug=None\n", ") # OP2 object of SOL 105 analysis\n", "max_displacement_index = np.argmax(\n", " np.linalg.norm(sol_105_op2.eigenvectors[SECOND_SUBCASE_ID].data[0, :, 0:3], axis=1)\n", ") # find index of max displacement magnitude\n", "MAX_DISPLACEMENT_NODE_ID = sol_105_op2.eigenvectors[SECOND_SUBCASE_ID].node_gridtype[\n", " max_displacement_index, 0\n", "] # find id of node with max displacement\n", "\n", "# Read eigenvalues and load and displacement history of reference nonlinear analysis\n", "input_name = f\"sol_106_{no_elements}_elements_epsu1e-4\"\n", "f06_filepath = os.path.join(notebook_18_analysis_directory_path, input_name + \".f06\")\n", "REFERENCE_EIGENVALUES = pynastran_utils.read_kllrh_lowest_eigenvalues_from_f06(\n", " f06_filepath\n", ")\n", "op2_filepath = os.path.join(notebook_18_analysis_directory_path, input_name + \".op2\")\n", "reference_sol_106_op2 = read_op2(\n", " op2_filename=op2_filepath, load_geometry=True, debug=None\n", ")\n", "MONITOR_NODE_IDS = [MAX_DISPLACEMENT_NODE_ID, TIP_MASTER_NODE_ID]\n", "_, REFERENCE_APPLIED_LOADS, reference_displacements = (\n", " pynastran_utils.read_load_displacement_history_from_op2(\n", " op2=reference_sol_106_op2, node_ids=MONITOR_NODE_IDS\n", " )\n", ")\n", "REFERENCE_ROOT_DISPLACEMENTS = reference_displacements[MAX_DISPLACEMENT_NODE_ID]\n", "REFERENCE_TIP_DISPLACEMENTS = reference_displacements[TIP_MASTER_NODE_ID]\n", "\n", "# Read load and displacement history of analysis with load and displacement error functions and MAXITER=5\n", "input_name = \"sol_106_error_function_pu\"\n", "op2_filepath = os.path.join(notebook_18_analysis_directory_path, input_name + \".op2\")\n", "sol_106_op2 = read_op2(op2_filename=op2_filepath, load_geometry=True, debug=None)\n", "_, applied_loads, displacements = (\n", " pynastran_utils.read_load_displacement_history_from_op2(\n", " op2=sol_106_op2, node_ids=MONITOR_NODE_IDS\n", " )\n", ")\n", "tip_displacements = displacements[TIP_MASTER_NODE_ID]\n", "root_displacements = displacements[MAX_DISPLACEMENT_NODE_ID]\n", "\n", "\n", "# Define function to plot reference natural equilibrium path\n", "def plot_reference_equilibrium_path():\n", " # Create 3D plot of equilibrium diagram\n", " plt.figure()\n", " ax_3d = plt.axes(projection=\"3d\")\n", " # Plot loads and displacements\n", " plot_utils.plot_3d_load_displacements_stability(\n", " axes=ax_3d,\n", " displacements1=REFERENCE_ROOT_DISPLACEMENTS[FIRST_SUBCASE_ID][\n", " :, Z_INDEX\n", " ]\n", " / W\n", " * 100,\n", " displacements2=REFERENCE_TIP_DISPLACEMENTS[FIRST_SUBCASE_ID][\n", " :, Z_INDEX\n", " ]\n", " / L\n", " * 100,\n", " loads=REFERENCE_APPLIED_LOADS[FIRST_SUBCASE_ID][:, Z_INDEX]\n", " / DESIGN_LOAD,\n", " eigenvalues=REFERENCE_EIGENVALUES,\n", " marker=MARKERS[0],\n", " color=COLORS[0],\n", " )\n", " ax_3d.set_xlabel(\"$u_{z,\\,\\mathrm{root}}/w$, %\")\n", " ax_3d.set_ylabel(\"$u_{z,\\,\\mathrm{tip}}/l$, %\")\n", " ax_3d.set_zlabel(\"$P/P_\\mathrm{SOL\\/105}$\")\n", " ax_3d.grid(visible=True)\n", " return ax_3d\n", "\n", "\n", "# Plot reference natural equilibrium path\n", "ax = plot_reference_equilibrium_path()\n", "reference_line = Line2D(\n", " [0],\n", " [0],\n", " linestyle=\"-\",\n", " marker=MARKERS[0],\n", " color=COLORS[0],\n", " label=\"reference natural path\",\n", ")\n", "unstable_line = Line2D([0], [0], linestyle=\"--\", color=UNSTABLE_COLOR, label=\"unstable\")\n", "\n", "# Plot equilibrium path of analysis with load and displacement error functions and MAXITER=5\n", "ax.plot3D(\n", " root_displacements[FIRST_SUBCASE_ID][:, Z_INDEX] / W * 100,\n", " tip_displacements[FIRST_SUBCASE_ID][:, Z_INDEX] / L * 100,\n", " applied_loads[FIRST_SUBCASE_ID][:, Z_INDEX] / DESIGN_LOAD,\n", " MARKERS[1] + \"-\",\n", " color=COLORS[1],\n", ")\n", "analysis_line = Line2D(\n", " [0],\n", " [0],\n", " linestyle=\"-\",\n", " marker=MARKERS[1],\n", " color=COLORS[1],\n", " label=\"$\\mathrm{CONV}=\\mathrm{PU},\\,\\mathrm{MAXITER}=5$\",\n", ")\n", "\n", "# Show plot\n", "ax.legend(\n", " handles=[reference_line, analysis_line, unstable_line],\n", " loc=\"upper center\",\n", " bbox_to_anchor=(0.5, 1.11),\n", ")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As described earlier, we can see that the analysis with load and displacement error functions and $\\mathrm{MAXITER}=5$ is not able to capture the unstable part of the equilibrium path.\n", "\n", "All the remaining parameters for this analysis are set to their default values, including the desired number of iterations, $I_d$, which is set to $12$. This parameter controls the ratio of the step size between successive iterations:\n", "\n", "$$\\frac{\\Delta l_{new}}{\\Delta l_{old}}=\\sqrt{\\frac{I_d}{I_{max}}},$$\n", "\n", "where $I_{max}$ is the number of iterations required to achieve convergence for the last step.\n", "\n", "We notice that by choosing $\\mathrm{MAXITER}=5$ and $I_d=12$ we are effectively imposing a step size ratio equal or larger than $\\sqrt{2.4}$ ($\\sqrt{12/5}$). This means that the arc-length solver will not be able to take steps smaller than $\\sqrt{2.4}$ times the step size of the last converged step, unless using increment bisection. It then makes sense to set $I_d$ to a value equal to $5$, so that the solver can use step size ratios between $1$ and $\\sqrt{5}$, corresponding respectively to $I_{max}=5$ and $1$.\n", "\n", "We set up the nonlinear analysis with load and displacement error functions, $\\mathrm{MAXITER}=I_d=5$, apply twice the design load, run the analysis, and visualize the results." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nastran job sol_106_desiter5.bdf completed\n", "Wall time: 429.0 s\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "0ff8d7ddef8b4c999ca26b2332c1069e", "version_major": 2, "version_minor": 0 }, "image/png": 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pynastran_utils.set_up_arc_length_method(\n", " bdf=box_beam_bdf, conv=\"PU\", max_iter=5, desiter=5\n", ") # set up arc length method\n", "box_beam_bdf.loads[FORCE_SET_ID][0].mag = (\n", " DESIGN_LOAD * 2\n", ") # apply double the design load\n", "\n", "\n", "def plot_analysis_equilibrium_path(\n", " bdf_input, filename, axes, marker, color, run_flag=True\n", "):\n", " # Run analysis\n", " op2 = pynastran_utils.run_sol_106_with_kllrh_eigenvalues(\n", " bdf=bdf_input.__deepcopy__({}),\n", " method_set_id=METHOD_SET_ID,\n", " analysis_directory_path=ANALYSIS_DIRECTORY_PATH,\n", " input_name=filename,\n", " no_eigenvalues=NO_EIGENVALUES,\n", " upper_eig=UPPER_EIGENVALUE,\n", " run_flag=run_flag,\n", " )\n", "\n", " # Read eigenvalues and load and displacement history from op2 file\n", " f06_path = os.path.join(ANALYSIS_DIRECTORY_PATH, filename + \".f06\")\n", " eigs = pynastran_utils.read_kllrh_lowest_eigenvalues_from_f06(f06_path)\n", " _, loads, disp = pynastran_utils.read_load_displacement_history_from_op2(\n", " op2=op2, node_ids=MONITOR_NODE_IDS\n", " )\n", " root_disp = disp[MAX_DISPLACEMENT_NODE_ID]\n", " tip_disp = disp[TIP_MASTER_NODE_ID]\n", "\n", " # Plot load-displacement curve on input axes\n", " plot_utils.plot_3d_load_displacements_stability(\n", " axes=axes,\n", " displacements1=root_disp[FIRST_SUBCASE_ID][:, Z_INDEX] / W * 100,\n", " displacements2=tip_disp[FIRST_SUBCASE_ID][:, Z_INDEX] / L * 100,\n", " loads=loads[FIRST_SUBCASE_ID][:, Z_INDEX] / DESIGN_LOAD,\n", " eigenvalues=eigs,\n", " marker=marker,\n", " color=color,\n", " )\n", "\n", "\n", "# Run analysis and plot equilibrium path\n", "ax = plot_reference_equilibrium_path() # plot reference equilibrium path\n", "input_name = \"sol_106_desiter5\" # name of input file\n", "plot_analysis_equilibrium_path(\n", " box_beam_bdf, input_name, ax, MARKERS[1], COLORS[1], run_flag=False\n", ") # run new analysis and plot equilibrium path\n", "analysis_line = Line2D(\n", " [0], [0], linestyle=\"-\", marker=MARKERS[1], color=COLORS[1], label=\"$I_d=5$\"\n", ")\n", "\n", "# Show plot\n", "ax.legend(\n", " handles=[reference_line, analysis_line, unstable_line],\n", " loc=\"upper center\",\n", " bbox_to_anchor=(0.5, 1.11),\n", ")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The analysis with $I_d=5$ fails to converge to the prescribed applied load because it reaches the default maximum number of arc-length increments, $20$. At the same time, we observe a jump from the natural path to a complementary path at the fourth increment. We inspect the convergence results of the analysis at this increment in the f06 file.\n", "\n", "```\n", " - - - CONVERGENCE FACTORS - - - - - - LINE SEARCH DATA - - -\n", "0ITERATION EUI EPI EWI LAMBDA DLMAG FACTOR E-FIRST E-FINAL NQNV NLS ENIC NDV MDV\n", "\n", " 3 3.2328E-03 2.9659E-03 3.7872E-05 1.0000E-01 4.8705E-02 1.0000E+00 7.4023E-02 7.4023E-02 0 0 0 1\n", " *** USER INFORMATION MESSAGE 6186 (NCONVG)\n", " *** SOLUTION HAS CONVERGED ***\n", " SUBID 1 LOOPID 4 LOAD STEP 0.586 LOAD FACTOR 0.58599681\n", "```\n", "\n", "We can see that the increment converges at the third iteration, with a displacement error of $3.2\\cdot 10^{-3}$ and a load error of $3.0\\cdot 10^{-3}$.\n", "\n", "We then lower both convergence tolerances to $10^{-3}$ and we increase the maximum number of increments to $100$. We also lower the minimum allowable arc-length adjustment ratio to $10^{-2}$, as the bisections of the increments in the last analysis resulted in arc-length adjustment ratios in the order of $10^{-2}$." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nastran job sol_106_epsu1e-3.bdf completed\n", "Wall time: 598.0 s\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "c:\\Users\\qa21944\\Anaconda3\\envs\\phd-notebooks\\lib\\site-packages\\numpy\\core\\_methods.py:265: RuntimeWarning: Degrees of freedom <= 0 for slice\n", " ret = _var(a, axis=axis, dtype=dtype, out=out, ddof=ddof,\n", "c:\\Users\\qa21944\\Anaconda3\\envs\\phd-notebooks\\lib\\site-packages\\numpy\\core\\_methods.py:223: RuntimeWarning: invalid value encountered in divide\n", " arrmean = um.true_divide(arrmean, div, out=arrmean, casting='unsafe',\n", "c:\\Users\\qa21944\\Anaconda3\\envs\\phd-notebooks\\lib\\site-packages\\numpy\\core\\_methods.py:257: RuntimeWarning: invalid value encountered in double_scalars\n", " ret = ret.dtype.type(ret / rcount)\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "a3fbcbb5d1e342d585e24079d027a438", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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Also here, we observe a jump from the natural path to a complementary path at the fourth increment. Once again we inspect the convergence results of the analysis at this increment in the f06 file.\n", "\n", "```\n", " - - - CONVERGENCE FACTORS - - - - - - LINE SEARCH DATA - - -\n", "0ITERATION EUI EPI EWI LAMBDA DLMAG FACTOR E-FIRST E-FINAL NQNV NLS ENIC NDV MDV\n", "\n", " 4 1.6871E-04 3.1931E-05 7.3704E-09 1.0000E-01 2.0420E-04 1.0000E+00 0.0000E+00 0.0000E+00 0 0 0 1\n", " *** USER INFORMATION MESSAGE 6186 (NCONVG)\n", " *** SOLUTION HAS CONVERGED ***\n", " SUBID 1 LOOPID 4 LOAD STEP 0.611 LOAD FACTOR 0.61064795\n", "```\n", "\n", "The increment converges at the fourth iteration, with a displacement error of $1.7\\cdot 10^{-4}$ and a load error of $3.2\\cdot 10^{-5}$.\n", "\n", "We modify again the nonlinear analysis parameters, setting the displacement tolerance to $10^{-4}$, the load tolerance to $10^{-5}$, the maximum number of bisections to $20$ and the maximum number of iterations and the desired number of iterations to $4$. We run the analysis and visualize the results." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nastran job sol_106_epsu1e-4.bdf completed\n", "Wall time: 1566.0 s\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "907b4b8f5a954709b987acd44337c94a", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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We've succeded in converging to the perscribed applied load and in capturing the unstable part of the natural equilibrium path. We can observe that the selected nonlinear analyses parameters have allowed the arc-length solver to take relatively large increments at the beginning of the analysis and to refine them as the structure approaches the load limit point and the unstable part of the equilibrium path. In this way we have achieved a good compromise between computational efficiency and robustness, employing approximately 25 minutes to run the nonlinear analysis.\n", "\n", "Can we find a way to further reduce the computational time? A possible solution is to consider an alternative approach to our current full Newton iteration method, where the tangent stiffness matrix is updated at every iteration. A popular alternative is the so-called modified Newton iteration method, where the tangent stiffness matrix is updated only at the beginning of the increment and then kept constant. This approach is less computationally expensive than the full Newton iteration method, but it is also less robust, because the solver does not use the true Jacobian of the system. The implication is that convergence can be slowed down and in extreme cases it can be prevented at all. Consequently, we need to test the modified Newton iteration method with the current nonlinear analysis parameters to verify whether it can provide a computational time reduction without compromising the robustness of the analysis.\n", "\n", "The closest implementation of the modified Newton iteration method in Nastran can be obtained using $\\mathrm{KSTEP}=\\mathrm{AUTO}$. With this option, the solver automatically selects whether to update the stiffness matrix at each iteration or use the old matrix based on convergence rates. In practice, this means that the solver always tries not to update the stiffness matrix, unless it estimates that the number of iterations to converge exceeds $\\mathrm{MAXITER}$ or that the time required for convergence with current stiffness exceeds the estimated time required for convergence with updated stiffness. The tangent stiffness matrix is always updated when the increment converges, so that it can be used for the next increment.\n", "\n", "We set $\\mathrm{KSTEP}$ to $\\mathrm{AUTO}$ and we also increase the maximum number of increments to 200 and decrease the minimum allowable arc-length adjustment ratio to $10^{-5}$, as the bisections of the increments in the last analysis resulted in arc-length adjustment ratios in the order of $10^{-5}$. " ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nastran job sol_106_epsu1e-4_auto.bdf completed\n", "Wall time: 2114.0 s\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "0b0e2758887344bdb2e4be5c0671e2a3", "version_major": 2, "version_minor": 0 }, "image/png": 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Looking at the load-displacement diagram, we can see that the analysis stops a few increments after reaching the load limit point. Inspecting the f06 file, after the last converged increment we find several instances of no root case being encountered:\n", "\n", "```\n", " - - - CONVERGENCE FACTORS - - - - - - LINE SEARCH DATA - - -\n", "0ITERATION EUI EPI EWI LAMBDA DLMAG FACTOR E-FIRST E-FINAL NQNV NLS ENIC NDV MDV\n", "\n", " 1 2.3212E-04 3.2444E-05 3.1665E-10 1.0000E-01 8.1316E-04 1.0000E+00 0.0000E+00 0.0000E+00 0 0 0 1\n", " *** USER INFORMATION MESSAGE 6192 (NLROOT)\n", " *** NO ROOT CASE HAS BEEN ENCOUNTERED ***\n", " *** USER INFORMATION MESSAGE 6187 (NLITER)\n", " *** BISECTION METHOD IS NOW ACTIVATED ***\n", " *** USER INFORMATION MESSAGE 6188 (NLITER)\n", " *** ARC LENGTH RATIO IS 6.103516D-06\n", " 1 1.1606E-04 2.0971E-05 1.2499E-10 1.0000E-01 7.1734E-04 1.0000E+00 0.0000E+00 0.0000E+00 0 0 0 1\n", " *** USER INFORMATION MESSAGE 6192 (NLROOT)\n", " *** NO ROOT CASE HAS BEEN ENCOUNTERED ***\n", " *** USER INFORMATION MESSAGE 6187 (NLITER)\n", " *** BISECTION METHOD IS NOW ACTIVATED ***\n", " *** USER INFORMATION MESSAGE 6188 (NLITER)\n", " *** ARC LENGTH RATIO IS 3.051758D-06\n", " 1 5.8029E-05 1.5320E-05 5.4208E-11 1.0000E-01 6.6947E-04 1.0000E+00 0.0000E+00 0.0000E+00 0 0 0 1\n", " *** USER INFORMATION MESSAGE 6192 (NLROOT)\n", " *** NO ROOT CASE HAS BEEN ENCOUNTERED ***\n", " *** USER INFORMATION MESSAGE 6187 (NLITER)\n", " *** BISECTION METHOD IS NOW ACTIVATED ***\n", " *** USER INFORMATION MESSAGE 6188 (NLITER)\n", " *** ARC LENGTH RATIO IS 1.525879D-06\n", " 1 2.9014E-05 1.2531E-05 2.5045E-11 1.0000E-01 6.4554E-04 1.0000E+00 0.0000E+00 0.0000E+00 0 0 0 1\n", " *** USER INFORMATION MESSAGE 6192 (NLROOT)\n", " *** NO ROOT CASE HAS BEEN ENCOUNTERED ***\n", " *** USER INFORMATION MESSAGE 6187 (NLITER)\n", " *** BISECTION METHOD IS NOW ACTIVATED ***\n", " *** USER INFORMATION MESSAGE 6188 (NLITER)\n", " *** ARC LENGTH RATIO IS 7.629395D-07\n", " 1 1.4507E-05 1.1155E-05 1.2011E-11 1.0000E-01 6.3358E-04 1.0000E+00 0.0000E+00 0.0000E+00 0 0 0 1\n", " *** USER INFORMATION MESSAGE 6192 (NLROOT)\n", " *** NO ROOT CASE HAS BEEN ENCOUNTERED ***\n", " *** USER INFORMATION MESSAGE 6193 (NLITER)\n", " *** MAXIMUM NUMBER OF BISECTIONS OR MINIMUM ARC LENGTH HAS BEEN REACHED.\n", " ^^^ \n", " *** USER INFORMATION MESSAGE 9052 (SUBDMAP NLSTATIC)\n", " NONLINEAR STATIC ANALYSIS COMPLETED.\n", "```\n", "\n", "This results suggest that the arc-length solver is struggling to find solutions on the unstable part of the equilibrium path without updating the stiffness matrix.\n", "\n", "To solve this issue, we can try to set $\\mathrm{KMETHOD}$ to $\\mathrm{SEMI}$. With this option, the solver carries out the first iteration of the new increment, updates the stiffness matrix, and resumes with $\\mathrm{KMETHOD}=\\mathrm{AUTO}$. By always updating the stiffness matrix after the first increment, we expect the robustness of the solver to increase. Let's test this on our case." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nastran job sol_106_epsu1e-4_semi.bdf completed\n", "Wall time: 1740.0 s\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "763bdbfb81a945c6b565d3c5e731e12c", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Change nonlinear analysis parameters\n", "box_beam_bdf.nlparms[FIRST_SUBCASE_ID].kmethod = \"SEMI\"\n", "\n", "# Run analysis and plot equilibrium path\n", "ax = plot_reference_equilibrium_path() # plot reference equilibrium path\n", "input_name = \"sol_106_epsu1e-4_semi\" # name of input file\n", "plot_analysis_equilibrium_path(\n", " box_beam_bdf, input_name, ax, MARKERS[1], COLORS[1], run_flag=False\n", ") # run new analysis and plot equilibrium path\n", "analysis_line = Line2D(\n", " [0],\n", " [0],\n", " linestyle=\"-\",\n", " marker=MARKERS[1],\n", " color=COLORS[1],\n", " label=\"$\\mathrm{EPSU}=10^{-4},\\,\\mathrm{EPSP}=10^{-5},\\,\\mathrm{KMETHOD}=\\mathrm{SEMI}$\",\n", ")\n", "\n", "# Show plot\n", "ax.legend(\n", " handles=[reference_line, analysis_line, unstable_line],\n", " loc=\"upper center\",\n", " bbox_to_anchor=(0.5, 1.11),\n", ")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Great, the analysis has successfully converged to the prescribed load! However, looking at the computational time, it seems that we did not achieve in our goal of reducing it. In fact our last analysis took about 80 seconds longer than the analysis with the full Newton method. Consequently, we choose to use the latter to run the optimization.\n", "\n", "To assess the accuracy of the analysis with the efficient set of parameters, we calculate the percentage difference of the applied load at the first limit point with respect to the reference analysis with very fine arc-length increments." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "Nondimensional applied load at first limit point:\n", "- reference analysis: 1.42\n", "- efficient parameters analysis: 1.42\n", "Percentage difference of efficient parameters analysis w.r.t. reference: 0.001 %\n" ] } ], "source": [ "# Read eigenvalues and load and displacement history from op2 file\n", "input_name = \"sol_106_epsu1e-4\"\n", "f06_filepath = os.path.join(ANALYSIS_DIRECTORY_PATH, input_name + \".f06\")\n", "eigenvalues = pynastran_utils.read_kllrh_lowest_eigenvalues_from_f06(f06_filepath)\n", "eigenvalues_dict = {\"reference\": REFERENCE_EIGENVALUES, \"epsu1e-4\": eigenvalues}\n", "op2_filepath = os.path.join(ANALYSIS_DIRECTORY_PATH, input_name + \".op2\")\n", "sol_106_op2 = read_op2(op2_filepath, debug=None)\n", "_, applied_loads, _ = pynastran_utils.read_load_displacement_history_from_op2(\n", " op2=sol_106_op2\n", ")\n", "applied_loads_dict = {\"reference\": REFERENCE_APPLIED_LOADS, \"epsu1e-4\": applied_loads}\n", "\n", "# Find applied load at limit point\n", "first_negative_eigenvalue_index = (\n", " {}\n", ") # dictionary to store index of first negative eigenvalue\n", "limit_point_nondimensional_applied_load = (\n", " {}\n", ") # dictionary to store nondimensional applied load at limit point\n", "for key in eigenvalues_dict:\n", " first_negative_eigenvalue_index[key] = np.where(eigenvalues_dict[key][0, :] < 0)[0][\n", " 0\n", " ] # find index of first negative eigenvalue\n", " limit_point_nondimensional_applied_load[key] = (\n", " np.mean(\n", " applied_loads_dict[key][FIRST_SUBCASE_ID][\n", " first_negative_eigenvalue_index[key]\n", " - 1 : first_negative_eigenvalue_index[key]\n", " + 1,\n", " Z_INDEX,\n", " ]\n", " )\n", " / DESIGN_LOAD\n", " ) # calculate nondimensional applied load at limit point as the mean between the last stable and first unstable load\n", "\n", "# Print applied loads and percentage difference\n", "print(\n", " f\"\"\"\n", "Nondimensional applied load at first limit point:\n", "- reference analysis: {limit_point_nondimensional_applied_load[\"reference\"]:.2f}\n", "- efficient parameters analysis: {limit_point_nondimensional_applied_load[\"epsu1e-4\"]:.2f}\n", "Percentage difference of efficient parameters analysis w.r.t. reference: {\n", " (limit_point_nondimensional_applied_load[\"epsu1e-4\"]/limit_point_nondimensional_applied_load[\"reference\"] - 1)*100:.3f} %\"\"\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The negligible percentage difference confirms that by choosing the more efficient set of parameters accuracy is not lost with respect to the reference analysis.\n", "\n", "Before moving on to the optimization, is there anything else that we can do to reduce the computational time of the nonlinear analyses? Yes there is! We can use the parallel computing capabilities of SOL 106. Since it is quite an old solution sequence, SOL 106 does not have great parallel computing capabilities, but it can still parallelize matrix decomposition and multiplication. Better than nothing!\n", "\n", "To use the parallel computing capabilities of SOL 106 we need to specify `NASTRAN PARALLEL=N` in the system command section of the input file, where `N` is the number of cores. How many cores should we use? Well, of course it depends on the machine that we have! On my machine I have 12 logical processors, meaning that we can use up to 12 cores. To test what number of cores gives the smallest computational time, we run the analysis with 2, 4, 8 and 12 cores, and look at the final computational times." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nastran job sol_106_epsu1e-4_2cores.bdf completed\n", "Wall time: 1458.0 s\n", "Nastran job sol_106_epsu1e-4_4cores.bdf completed\n", "Wall time: 1425.0 s\n", "Nastran job sol_106_epsu1e-4_8cores.bdf completed\n", "Wall time: 1595.0 s\n", "Nastran job sol_106_epsu1e-4_12cores.bdf completed\n", "Wall time: 1635.0 s\n" ] } ], "source": [ "box_beam_bdf.nlparms[FIRST_SUBCASE_ID].kmethod = \"ITER\" # restore full Newton method\n", "no_cores = [2, 4, 8, 12] # define list of number of cores to try\n", "box_beam_bdf.system_command_lines.append(\"\") # add empty line to system command lines\n", "for cores in no_cores:\n", " box_beam_bdf.system_command_lines[0] = (\n", " f\"NASTRAN PARALLEL={cores:d}\" # add command to run Nastran in parallel\n", " )\n", " input_name = f\"sol_106_epsu1e-4_{cores}cores\" # name of input file\n", " pynastran_utils.run_sol_106_with_kllrh_eigenvalues(\n", " bdf=box_beam_bdf.__deepcopy__({}),\n", " method_set_id=METHOD_SET_ID,\n", " analysis_directory_path=ANALYSIS_DIRECTORY_PATH,\n", " input_name=input_name,\n", " no_eigenvalues=NO_EIGENVALUES,\n", " upper_eig=UPPER_EIGENVALUE,\n", " run_flag=False,\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The analysis with 4 cores is the one that results in the lowest computational time, so we add `NASTRAN PARALLEL=4` to the system command section." ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "box_beam_bdf.system_command_lines[0] = \"NASTRAN PARALLEL=4\"" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Optimization \n", "\n", "***\n", "\n", "We are finally ready to set up and run our first optimization. We start by restoring the mangnitude of the applied load to that of the design load and by reducing the maximum number of increments to 100, as the analysis employing the efficient set of parameters employed 63 iterations to converge." ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "box_beam_bdf.loads[FORCE_SET_ID][0].mag = DESIGN_LOAD\n", "box_beam_bdf.nlpcis[FIRST_SUBCASE_ID].mxinc = 100" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then we set up the nonlinear analysis to calculate the 20 smallest eigenvalues of the tangent stiffness matrix for every converged increment, by calling the function `set_up_sol_106_with_kllrh_eigenvalues`. This function does the same set up work of `run_sol_106_with_kllrh_eigenvalues` but it does not run the analysis. To further reduce the computational time of the optimization, this time we add the option `dmap_option='stop'`. This option includes in the bdf file a different version of the DMAP for the calculation of the eigenvalues of the tangent stiffness matrix, which stops the analysis when the first negative eigenvalue is found. In this way we can avoid running the analysis for increments that are beyond the loss of stability, since these have no interest for the optimization." ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "box_beam_bdf_opt = box_beam_bdf.__deepcopy__({})\n", "pynastran_utils.set_up_sol_106_with_kllrh_eigenvalues(\n", " bdf=box_beam_bdf_opt,\n", " analysis_directory_path=ANALYSIS_DIRECTORY_PATH,\n", " method_set_id=METHOD_SET_ID,\n", " no_eigenvalues=NO_EIGENVALUES,\n", " upper_eig=UPPER_EIGENVALUE,\n", " dmap_option=\"stop\",\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To run our optimization with OpenMDAO we need to define an instance of the `Problem` class. This class constitutes the top-level container for the model hierarchy, and it is used to set up the optimization problem. Let's create an instance of this class using the previously defined `NastranGroup` as the `model` argument. We then call the `setup` method to get the data structures of the framework in place." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Create NastranGroup object\n", "input_name = \"sol_106_optimization\" # default name for input file\n", "nastran_group = NastranGroup(\n", " bdf=box_beam_bdf_opt, input_name=input_name, run_flag=False\n", ")\n", "\n", "# Create and setup OpenMDAO problem\n", "nonlinear_problem = om.Problem(model=nastran_group, name=input_name)\n", "nonlinear_problem.setup()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A good practice in optimization is to normalize objective, design variables and constraints with respect to some reference values. A very popular choice for this normalization is to use the values corresponding to the initial design. For this reason, we assign the initial value of wall thickness to the design variable, run our `Problem` object with the method `run_model`, and record the values of the objective and constraint functions." ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nastran job sol_106_optimization_start.bdf completed\n", "Wall time: 79.0 s\n", "Initial mass: 6519 kg\n", "Initial KS value for stability: -20.7 N/m\n", "Initial KS value for stress: -399 MPa\n" ] } ], "source": [ "# Run model with initial design variable\n", "nonlinear_problem.model.nastran_solver.options[\"input_name\"] = (\n", " input_name + \"_start\"\n", ") # change input name for analysis of initial structure\n", "nonlinear_problem.set_val(\"nastran_solver.t\", t0)\n", "nonlinear_problem.run_model()\n", "\n", "# Record initial objective and constraint function values\n", "mass_0 = nonlinear_problem[\"nastran_solver.mass\"][0]\n", "ks_stability_0 = nonlinear_problem[\"nastran_solver.ks_stability\"][0]\n", "ks_stress_0 = nonlinear_problem[\"nastran_solver.ks_stress\"][0]\n", "print(\n", " f\"\"\"Initial mass: {mass_0*1e3:.0f} kg\n", "Initial KS value for stability: {ks_stability_0:.1f} N/m\n", "Initial KS value for stress: {ks_stress_0:.0f} MPa\"\"\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we set up the optimization problem in the follwowing steps:\n", "- define the default input values of the `NastranSolver` component;\n", "- select COBYLA as the optimization algorithm;\n", "- define the design variable, objective and constraints functions together with their bounds and scaling factors.\n", "\n", "For the wall thickness we select an bounding interval between 1 and 20 mm." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [], "source": [ "# Set default input values of nastran_solver component\n", "nonlinear_problem.model.set_input_defaults(\"nastran_solver.t\", t0) # initial thickness\n", "nonlinear_problem.model.options[\"input_name\"] = (\n", " input_name # restore default input name for analyses during optimization\n", ")\n", "\n", "# Choose optimizer\n", "nonlinear_problem.driver = om.ScipyOptimizeDriver()\n", "nonlinear_problem.driver.options[\"optimizer\"] = \"COBYLA\"\n", "\n", "# Add design variable, objective and constraints\n", "thickness_bounds = [1.0, 20.0] # [mm]\n", "nonlinear_problem.model.add_design_var(\n", " \"nastran_solver.t\",\n", " lower=thickness_bounds[0],\n", " upper=thickness_bounds[1],\n", " ref0=thickness_bounds[0],\n", " ref=t0,\n", ") # scale thickness so that the lower bound is 0 and initial value is 1\n", "nonlinear_problem.model.add_objective(\n", " \"nastran_solver.mass\", ref0=mass_0 / 2, ref=mass_0\n", ") # scale mass so that half of the initial mass is 0 and the initial mass is 1\n", "nonlinear_problem.model.add_constraint(\n", " \"nastran_solver.ks_stability\", upper=0.0, ref=np.abs(ks_stability_0)\n", ") # scale KS function for nonlinear structural stability so that the initial value is 1\n", "nonlinear_problem.model.add_constraint(\n", " \"nastran_solver.ks_stress\", upper=0.0, ref=np.abs(ks_stress_0)\n", ") # scale KS function for stresses so that the initial value is 1\n", "nonlinear_problem.model.add_constraint(\n", " \"nastran_solver.load_factor\", lower=0.99\n", ") # final applied load should be at least 99% of the design load" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Before running the optimization, we are going to create a recorder and attach it to our `Problem` object. This will allow us to save the values of the design variable, objective and constraints at each iteration of the optimization. Finally, we run the optimization calling the method `run_driver` of our `Problem` object." ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "# Define recorder file path\n", "recorder_filepath = os.path.join(ANALYSIS_DIRECTORY_PATH, input_name + \".sql\")\n", "\n", "# Define whether to run optimization or not\n", "run_optimization = False\n", "\n", "if run_optimization:\n", " # If optimization is to be run, set up recorder and run optimization\n", " recorder = om.SqliteRecorder(recorder_filepath) # create recorder\n", " nonlinear_problem.driver.add_recorder(recorder) # attach recorder to driver\n", " nonlinear_problem.setup() # re-setup problem before running optimization\n", " nonlinear_problem.set_solver_print(0) # disable solver output\n", " nonlinear_problem.driver.options[\"debug_print\"] = [\n", " \"desvars\",\n", " \"nl_cons\",\n", " \"objs\",\n", " ] # print design variables, constraints and objectives\n", " nonlinear_problem.run_driver()\n", "else:\n", " # If optimization is not to be run, call final setup to enable driver\n", " # variables list\n", " nonlinear_problem.final_setup()\n", " \n", "# Clean up resources prior to exit\n", "nonlinear_problem.cleanup()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot the convergence history of the optimization. To do this, we define the function `plot_optimization_history`, that takes as input the path to the recorder file, plots the convergence history of the design variable, constraints and objective, and returns a dictionary with their histories." ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "3dcf063328ad4838b4e2027b5ea8d385", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Design variables, constraints and objective at last iteration:\n", "- nastran_solver.t: [7.62559347]\n", "- nastran_solver.ks_stability: [138.6986]\n", "- nastran_solver.ks_stress: [-399.16134644]\n", "- nastran_solver.load_factor: [1.]\n", "- nastran_solver.mass: [6.45628885]\n" ] } ], "source": [ "from matplotlib.ticker import (\n", " MaxNLocator,\n", ") # import MaxNLocator class for axis ticks formatting\n", "\n", "\n", "def plot_optimization_history(recorder_filepath):\n", " # Initialize the CaseReader object\n", " cr = om.CaseReader(recorder_filepath)\n", "\n", " # Extract driver cases without recursing into system or solver cases\n", " driver_cases = cr.get_cases(\"driver\", recurse=False)\n", "\n", " # Prepare data structures for plotting\n", " output_keys = list(driver_cases[0].outputs.keys())\n", " no_outputs = len(output_keys)\n", " histories = {\n", " key: np.array([case[key] for case in driver_cases]) for key in output_keys\n", " } # retrieve histories of the functions\n", "\n", " # Setup plot labels\n", " y_labels = [\n", " \"$t$, mm\",\n", " \"$KS_{\\lambda}$, N/m\",\n", " \"$KS_{\\sigma}$, MPa\",\n", " \"$P/P_\\mathrm{design}$\",\n", " \"$m$, ton\",\n", " ]\n", "\n", " # Create figure and axes for subplots\n", " fig, axes = plt.subplots(no_outputs, 1, sharex=True)\n", " fig.subplots_adjust(\n", " left=None, bottom=None, right=None, top=None, wspace=None, hspace=0.5\n", " )\n", "\n", " # Plot each history\n", " iterations_array = np.arange(len(next(iter(histories.values()))))\n", " for i, key in enumerate(histories):\n", " axes[i].plot(iterations_array, histories[key])\n", " axes[i].set(ylabel=y_labels[i])\n", " axes[i].grid()\n", " axes[i].xaxis.set_major_locator(\n", " MaxNLocator(integer=True)\n", " ) # ensure x-axis ticks are integers\n", "\n", " # Set x-axis label for the last subplot and display the plot\n", " axes[-1].set(xlabel=\"Iteration\")\n", " plt.show()\n", "\n", " # Print final values of the optimization variables and objectives\n", " print(\"Design variables, constraints and objective at last iteration:\")\n", " for key in histories:\n", " print(f\"- {key}: {histories[key][-1]}\")\n", "\n", " # Return histories\n", " return histories\n", "\n", "\n", "sol_106_opt_histories = plot_optimization_history(recorder_filepath)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The optimization history shows that the last design point is actually unfeasible, as $KS_\\lambda$ has a positive value. We consider the last feasible design point and find the final value of wall thickness and of the constraints. We also calculate the percentage mass reduction with respect to the initial structure." ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Design variables and constraints at last feasible iteration:\n", " - thickness: 7.6 mm\n", " - KS lambda: -19.96 N/m\n", " - KS sigma: -399 MPa\n", " - Load factor: 1.00\n", "\n", "Mass variation: -1.0 %\n" ] } ], "source": [ "# Print mass percentage variation w.r.t. initial design and final value of thickness and constraints\n", "feasible_design_index = np.where(\n", " sol_106_opt_histories[\"nastran_solver.ks_stability\"][:, 0] <= 0\n", ")[0][-1]\n", "mass_percentage_variation = (\n", " sol_106_opt_histories[\"nastran_solver.mass\"][feasible_design_index, 0] / mass_0 - 1\n", ") * 100\n", "print(\n", " f\"\"\"Design variables and constraints at last feasible iteration:\n", " - thickness: {sol_106_opt_histories['nastran_solver.t'][feasible_design_index, 0]:.1f} mm\n", " - KS lambda: {sol_106_opt_histories['nastran_solver.ks_stability'][feasible_design_index, 0]:.2f} N/m\n", " - KS sigma: {sol_106_opt_histories['nastran_solver.ks_stress'][feasible_design_index, 0]:.0f} MPa\n", " - Load factor: {sol_106_opt_histories['nastran_solver.load_factor'][feasible_design_index, 0]:.2f}\\n\n", "Mass variation: {mass_percentage_variation:.1f} %\"\"\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the above results, it seems that the optimizer managed to reduce the wall thickness only slighlty, obtaining a meager 1% mass reduction. The margin of stability is also reduced only slightly with respect to that of the initial structure, suggesting that the structure has still much margin for mass reduction. What is happening?\n", "\n", "Let's plot the eigenvalue and the load-displacement diagram of the structure at the last point of the optimization, the unfeasible one, to inspect the response obtained from the nonlinear analysis." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ee4756631a424eeb9624bd401ea37f25", "version_major": 2, "version_minor": 0 }, "image/png": 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This is in contrast with the results of the initial structure, where there is indeed an increase in the root displacement corresponding to the broken supercritical pitchfork, but the displacement remains positive. This suggests that the arc-length solver might have accidentally jumped on a complementary path. We then inspect the convergence of the last increment in the f06 file.\n", "\n", "```\n", " - - - CONVERGENCE FACTORS - - - - - - LINE SEARCH DATA - - -\n", "0ITERATION EUI EPI EWI LAMBDA DLMAG FACTOR E-FIRST E-FINAL NQNV NLS ENIC NDV MDV\n", "\n", " 4 9.9904E-05 3.1832E-06 1.1991E-09 1.0000E-01 4.8751E-05 1.0000E+00 0.0000E+00 0.0000E+00 0 0 0 1\n", " *** USER INFORMATION MESSAGE 6186 (NCONVG)\n", " *** SOLUTION HAS CONVERGED ***\n", " SUBID 1 LOOPID 7 LOAD STEP 1.000 LOAD FACTOR 1.00000000\n", "```\n", "\n", "The increment converges at the fourth iteration, with a displacement error of $9.9\\cdot 10^{-5}$ and a load error of $3.2\\cdot 10^{-6}$. To verify whether the solver has jumped to a complementary path we can repeat the analysis using tighter set of parameters to enforce convergence. Looking at the convergence results of the last increment, we can do this in two way:\n", "\n", "- reduce $\\mathrm{MAXITER}$ from 4 to 3 keeping the same convergence tolerances;\n", "- or reduce the convergence tolerances to $\\mathrm{EPSU}=10^{-5}$ and $\\mathrm{EPSP}=10^{-6}$ keeping $\\mathrm{MAXITER}=4$.\n", "\n", "Let's try with the second option, with the aim of keeping $\\mathrm{MAXITER}=4$ and providing the solver with more room to increase the increment where the equilibrium path is not extremely nonlinear. We run the analysis and we plot the eigenvalue and the load-displacement diagrams." ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nastran job sol_106_optimization_epsu1e-5.bdf completed\n", "Wall time: 201.0 s\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "76ad52cd68434d3baac2a200356a0cc5", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Modify input\n", "input_name = \"sol_106_optimization_epsu1e-5\"\n", "nonlinear_problem.model.options[\"input_name\"] = input_name\n", "nonlinear_problem.model.options[\"bdf\"].nlparms[FIRST_SUBCASE_ID].eps_u = 1e-5\n", "nonlinear_problem.model.options[\"bdf\"].nlparms[FIRST_SUBCASE_ID].eps_p = 1e-6\n", "\n", "# Run analysis\n", "nonlinear_problem.setup()\n", "nonlinear_problem.set_val(\n", " \"nastran_solver.t\", sol_106_opt_histories[\"nastran_solver.t\"][-1, 0]\n", ")\n", "nonlinear_problem.run_model()\n", "\n", "# Retrieve op2 object and plot diagrams\n", "sol_106_op2 = nonlinear_problem[\"nastran_solver.op2\"]\n", "plot_eigenvalues_and_load_displacement_diagrams(input_name, sol_106_op2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The above results suggest indeed that in the previous analysis the solver jumped to a complementary path because the convergence tolerances were too loose for the analyzed case. In fact, in the last analysis, the solver reduced the arc-length increments drastically as the applied load approached to $P/P_\\text{desgin}=1$.\n", "\n", "Let's repeat the optimization with these values of convergence tolerances." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "4efaccfcf2374f8f9abceaa19555966e", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Design variables, constraints and objective at last iteration:\n", "- nastran_solver.t: [7.61041055]\n", "- nastran_solver.ks_stability: [259.9501]\n", "- nastran_solver.ks_stress: [-399.11697388]\n", "- nastran_solver.load_factor: [1.]\n", "- nastran_solver.mass: [6.44343407]\n" ] } ], "source": [ "# Set default input values of sol_106 component\n", "input_name = \"sol_106_optimization2\"\n", "nonlinear_problem.model.options[\"input_name\"] = input_name\n", "\n", "# Define recorder file path\n", "recorder_filepath = os.path.join(ANALYSIS_DIRECTORY_PATH, input_name + \".sql\")\n", "\n", "# Define whether to run optimization or not\n", "run_optimization = False\n", "\n", "if run_optimization:\n", " # If optimization is to be run, set up recorder and run optimization\n", " recorder = om.SqliteRecorder(recorder_filepath) # create recorder\n", " nonlinear_problem.driver.add_recorder(recorder) # attach recorder to driver\n", " nonlinear_problem.setup() # re-setup problem before running optimization\n", " nonlinear_problem.set_solver_print(0) # disable solver output\n", " nonlinear_problem.driver.options[\"debug_print\"] = [\n", " \"desvars\",\n", " \"nl_cons\",\n", " \"objs\",\n", " ] # print design variables, constraints and objectives\n", " nonlinear_problem.run_driver()\n", "else:\n", " # If optimization is not to be run, call final setup to enable driver\n", " # variables list\n", " nonlinear_problem.final_setup()\n", " \n", "# Clean up resources prior to exit\n", "nonlinear_problem.cleanup()\n", "\n", "# Plot optimization history\n", "sol_106_opt_histories = plot_optimization_history(recorder_filepath)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once again, the optimization ends on an unfeasible point, so we look at the design variable, constraints and objective of the last feasible point." ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Design variables and constraints at last feasible iteration:\n", " - thickness: 7.6 mm\n", " - KS lambda: -19.91 N/m\n", " - KS sigma: -399 MPa\n", " - Load factor: 1.00\n", "\n", "Mass variation: -1.2 %\n" ] } ], "source": [ "feasible_design_index = np.where(\n", " sol_106_opt_histories[\"nastran_solver.ks_stability\"][:, 0] <= 0\n", ")[0][-1]\n", "mass_percentage_variation = (\n", " sol_106_opt_histories[\"nastran_solver.mass\"][feasible_design_index, 0] / mass_0 - 1\n", ") * 100\n", "print(\n", " f\"\"\"Design variables and constraints at last feasible iteration:\n", " - thickness: {sol_106_opt_histories['nastran_solver.t'][feasible_design_index, 0]:.1f} mm\n", " - KS lambda: {sol_106_opt_histories['nastran_solver.ks_stability'][feasible_design_index, 0]:.2f} N/m\n", " - KS sigma: {sol_106_opt_histories['nastran_solver.ks_stress'][feasible_design_index, 0]:.0f} MPa\n", " - Load factor: {sol_106_opt_histories['nastran_solver.load_factor'][feasible_design_index, 0]:.2f}\\n\n", "Mass variation: {mass_percentage_variation:.1f} %\"\"\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The results show an analogous situation to what we found after the first optimization. We then plot the eigenvalue and load-displacement diagrams to check whether the arc-length solver has jumped to a complementary path in the last analysis." ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "c31c11ed0be942759ee1d9fb74b2cfc8", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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If we lower also $I_d$ to 3, then the arc-length solver will have very small room to increase the arc-length increments, as the only case when this will happen is when the increment converges in 2 iterations. This can cause the arc-length increments to remain small during the analsis, entailing an increase in the computational time. At the same time, if we keep $I_d=4$ to give more room to the solver to take larger increments, the increments will always be increased. This can entail an excessive increase of the increments and cause the solver to take more bisections.\n", "\n", "To make an inoformed choice between $I_d=3$ and $4$, we run two different analyses on the initial structure. We apply twice the design load and stop the analysis at the first negative eigenvalue, to deal with a representative case of the optimization. For each analysis we look at the computational time and we plot the eigenvalue and the load-displacement diagrams." ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nastran job sol_106_maxiter3_desiter3.bdf completed\n", "Wall time: 854.0 s\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "2ff598d4ac1f4be680e20082bf62f856", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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", 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Set MAXITER=3 and restore old convergence tolerances\n", "nonlinear_problem.model.options[\"bdf\"].nlparms[FIRST_SUBCASE_ID].max_iter = 3\n", "nonlinear_problem.model.options[\"bdf\"].nlparms[FIRST_SUBCASE_ID].eps_u = 1e-4\n", "nonlinear_problem.model.options[\"bdf\"].nlparms[FIRST_SUBCASE_ID].eps_p = 1e-5\n", "nonlinear_problem.model.options[\"bdf\"].loads[FORCE_SET_ID][0].mag = (\n", " DESIGN_LOAD * 2\n", ") # apply twice the design load\n", "\n", "# Iterate through the values of desired number of iterations\n", "desired_no_iterations = [3, 4]\n", "for desiter in desired_no_iterations:\n", " # Modify input\n", " input_name = f\"sol_106_maxiter3_desiter{desiter}\"\n", " nonlinear_problem.model.options[\"input_name\"] = input_name\n", " nonlinear_problem.model.options[\"bdf\"].nlpcis[FIRST_SUBCASE_ID].desiter = desiter\n", " # Run analysis\n", " nonlinear_problem.setup()\n", " nonlinear_problem.set_val(\"nastran_solver.t\", t0)\n", " nonlinear_problem.run_model()\n", " # Retrieve op2 object and plot diagrams\n", " sol_106_op2 = nonlinear_problem[\"nastran_solver.op2\"]\n", " plot_eigenvalues_and_load_displacement_diagrams(input_name, sol_106_op2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The analysis with $I_d=4$ takes about 300 seconds less than that with $I_d=3$. In the load-displacement diagrams we can observe that this reduction in computational time is due to the solver taking less increments for the analysis with $I_d=4$. Inspecting the f06 files, we find that, to our surprise, the analysis with $I_d=4$ takes also less bisections. It is unclear why this happens.\n", "\n", "Given the above results, we choose to set $I_d=4$ for the optimization. We then run the optimization with $\\mathrm{MAXITER}=3$, $I_d=4$, and the old convergence tolerances." ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "a576e5a7fcea40dbabf03d50e50a3829", "version_major": 2, "version_minor": 0 }, "image/png": 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", "text/html": [ "\n", "
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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Design variables, constraints and objective at last iteration:\n", "- nastran_solver.t: [6.85594425]\n", "- nastran_solver.ks_stability: [9.143357]\n", "- nastran_solver.ks_stress: [-385.65618896]\n", "- nastran_solver.load_factor: [0.99737483]\n", "- nastran_solver.mass: [5.80465725]\n" ] } ], "source": [ "# Change default input name\n", "input_name = \"sol_106_optimization3\"\n", "nonlinear_problem.model.options[\"input_name\"] = input_name\n", "\n", "# Apply design load\n", "nonlinear_problem.model.options[\"bdf\"].loads[FORCE_SET_ID][0].mag = DESIGN_LOAD\n", "\n", "# Define recorder file path\n", "recorder_filepath = os.path.join(ANALYSIS_DIRECTORY_PATH, input_name + \".sql\")\n", "\n", "# Define whether to run optimization or not\n", "run_optimization = False\n", "\n", "if run_optimization:\n", " # If optimization is to be run, set up recorder and run optimization\n", " recorder = om.SqliteRecorder(recorder_filepath) # create recorder\n", " nonlinear_problem.driver.add_recorder(recorder) # attach recorder to driver\n", " nonlinear_problem.setup() # re-setup problem before running optimization\n", " nonlinear_problem.set_solver_print(0) # disable solver output\n", " nonlinear_problem.driver.options[\"debug_print\"] = [\n", " \"desvars\",\n", " \"nl_cons\",\n", " \"objs\",\n", " ] # print design variables, constraints and objectives\n", " nonlinear_problem.run_driver()\n", "else:\n", " # If optimization is not to be run, call final setup to enable driver\n", " # variables list\n", " nonlinear_problem.final_setup()\n", "\n", "# Clean up resources prior to exit\n", "nonlinear_problem.cleanup()\n", "\n", "# Plot optimization history\n", "sol_106_opt_histories = plot_optimization_history(recorder_filepath)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Also in this case the optimization ends with an unfeasible design, so we look for the last feasible point and print the values of the design variable, contraints and objective." ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Design variables and constraints at last feasible iteration:\n", " - thickness: 6.9 mm\n", " - KS lambda: -12.89 N/m\n", " - KS sigma: -386 MPa\n", " - Load factor: 1.00\n", "\n", "Mass variation: -10.9 %\n" ] } ], "source": [ "feasible_design_index = np.where(\n", " sol_106_opt_histories[\"nastran_solver.ks_stability\"][:, 0] <= 0\n", ")[0][-1]\n", "mass_percentage_variation = (\n", " sol_106_opt_histories[\"nastran_solver.mass\"][feasible_design_index, 0] / mass_0 - 1\n", ") * 100\n", "print(\n", " f\"\"\"Design variables and constraints at last feasible iteration:\n", " - thickness: {sol_106_opt_histories['nastran_solver.t'][feasible_design_index, 0]:.1f} mm\n", " - KS lambda: {sol_106_opt_histories['nastran_solver.ks_stability'][feasible_design_index, 0]:.2f} N/m\n", " - KS sigma: {sol_106_opt_histories['nastran_solver.ks_stress'][feasible_design_index, 0]:.0f} MPa\n", " - Load factor: {sol_106_opt_histories['nastran_solver.load_factor'][feasible_design_index, 0]:.2f}\\n\n", "Mass variation: {mass_percentage_variation:.1f} %\"\"\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This time we find a significantly larger reduction of the mass and of the margin of stability, suggesting that optimization did not end because the arc-length solver jumped on a complementary path, rather because it was not possible to find a better design point within the optimizer's tolerances.\n", "\n", "To verify that the solver did not jump on a complementary path, we plot the eigenvalue and load-displacement diagrams of the last design, which is unfeasible." ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ec5552af21a5416d824061de968d1a89", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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ChpJRQEDIwcmsdwJCSM4I7+3PLQjkGK510BmAtbU19Pb2Qq1W48KFCzCbzZLeixhKpRJWqxVWqxXA3oHijY0N/gzB3NwcAMBsNvPBgMViCantJtLJ5RIgIHoAEE4YEKhUKr7lKHceKDwgEAYDFBAQIh8KAAghkorW21/OAOCgDgGzLIuxsTGMj4+jvLwcra2tsu2wJ1qSpFarUVxcjOLiYgCAz+cLOVA8PT0NpVIJi8UCm80Gu90Ok8mU1gVXLpcA5UMAkMzzE04apoCAkINDAQAhRDJcmp8r9REe9JWrXz93bTkyALHu1ev1ore3F06nE8eOHUNtba3si5NUnqNWq0VZWRnKysoA7HUp4gKC2dlZTExMQK1WhxwoLiwslP055eqCLh8CAClKnCggIORgUABACEmZcIpotC4/cvXrB8B3IZH6mtHu1el0oqenB0qlEhcuXIDFYpH0a0ci9UJHr9dDr9ejsrISLMvC7XbzB4rHx8cRDAah1WpDDhQXFBRIeg+5LB8CADnKx8QEBNzfFmFAoFarJe0sRkiuowCAEJISsb39uTfsbC4BYlkWExMTGB0dRWlpKU6cOAGNRiPp103kfqS8ttFohNFoRE1NDRiGwfb2Nn+geGhoCCzLorCwMORAcbqeezbKhwAgHYec4wUEgUCA/xwuK8AFBRQQEBIdBQCEkKQJe/sDiPuGK1cAkI5DwD6fD729vXA4HDh69Cjq6upSnl6cqbizARaLBQ0NDQgGgyEHiufn5wEAJpOJDwasVmvCO8J0BiB7HVSb02gBAfe3iCsZCh9KRgEBIaEoACCEJCz8oC/3hhvvzTUbMwAsy2JjYwPd3d1QKBQ4f/4832knneTMAMSjUqlQVFSEoqIiAIDf7+eDgbW1NczMzEChUOw7UJxIl5hckw9zADKhzSn3d4e7FwoICBGHAgBCSELElvxEkm0ZAACYnJzE6OgoiouLceLECWi1Wkm/TjbSaDQoLS1FaWkpgL0ZCMLswOTkJFQqVciBYoPBkFeLrXyYA5CJLWQpICBEHAoACCGiCUt+Ih30jSebMgDc9UZHR3Ho0CE0NDQc6OLgIDMA8RQUFKCiogIVFRVgWRYej4c/UMwFUFqtNuT8gF6vP+jblhWVAGUGsQEBN5RMeI5ATFaTkGxFAQAhJK5ovf0TlS0ZgI2NDQwNDQEAzp49y/fSP2iZGgAIKRQKGAwGGAwGVFdXg2XZkAPFIyMjYBgGer0eKpUKgUAAPp8v5zIr+RAAZGOGI1ZAwJ1lCg8IuCwBBQQkl1AAQAiJiWVZftc/0ZKfcHIGAFJcl2VZTE9PY3h4GCaTCT6fLy0tPsXI1oWHQqGA2WyG2WxGfX09gsEgNjc3sb6+jsXFRfh8Pvz617+G0WgMOVAs10C1dMn1ACBXSpziBQTj4+MwmUyoqKiI2GWIkGyV3X9hCSGy4nb9ky35CSdHqQ533VR3x/1+P/r7+7G8vIxDhw7BYrHgtddey5hd90wuAUqESqWC3W6H3W4HAKytraGxsZEvGZqdneWDBu5AsdlszrrFVq4HAMFgEDqd7kC+tmvHh//z3DCG5zegUihw3dFy3HK+HgXa1Jc04QHBxsYGNBoNP+dE+O/CUiEuKCAkW1AAQAjZJ5WDvrHImQHw+/1JP35zcxPd3d0IBoNob29HUVERnE4nAHkmF5PXKRQKlJSUoKSkBMDehGXuQPHi4iKmpqagUqlgsVj4A8VGozHjF9e5HgAcRAmQa8eHz3zrJaxu7oZ8fGplDP/1whiKjBr88TtbcbqxBGqVNPcWDAahVqv5jBSXHeACAp/Ph3/+53/Gd77zHUxOTub0z5zkFgoACCEhuMNxDMNIuvgHMu8QMMuymJ2dxeDgIGw2G06ePMnvaso5uZi7biLf11zJAAhFej46nQ7l5eUoLy8Hy7LY2dnhswNTU1MYGxuDRqPZd6A40xZeuR4ApLsEyLXjw4e//jwCTPTfAYfLj7/9bhfUSuB9Fxvxe29oTjkQCAaDITv7XPcgDjdFO9cPtZPcQwEAIQTA6ztbc3NzcLlcaGxslLwtXiYdAg4EAujv78fS0hKamprQ3Nwc8lyFNcFEPrFeXwqFAoWFhSgsLERVVRVYloXL5eIDgtHRUTAMg4KCgpCA4KBKUzhcHXkuBwDpzgD8r2+9HHPxLxRggO//ZgLP9czh6398PYz65A+Yx2t3qlAo4PF4UFhYmNM/b5J7KAAghISU/GxubmJ1dRXNzc2Sf51MyQBsb2+jq6sLfr8f586di9jlR+4MQKJyMQOQKIVCAZPJBJPJhNraWjAMwx8oXl9fx9LSEliWhcFgCAkI0n2gmPs55fKCMBgMpi0AcO34sLK5k/DjnC4f/r9few4fuK4JH7i+KeFsALcpEq+23+12w2g0Jnx/hBwkCgAIyXPhvf1VKpVsde9KpRKBQECW64pZHLMsi/n5eQwMDMBisaCjowMFBQURP1euAIA7RJjvi3kg9e+tUqnkF/nAXlZnY2ODDwjm5ub4oEF4oFjuw5r5EACkswTosV+OJv1YhgW+++txjC9t4S8+cDqhIIBrCxrv9eJyuWAwGJK+R0IOAgUAhOSp8N7+ws4WcgYAB5UBCAQCGBgYwMLCAhoaGnDo0KGYCxhu8ZYph4BzNWiQcpGsVqtRXFzMZ3R8Ph8fDCwvL2N6ehpKpTLkQLHJZJJ8oc79nLKtc1Ei0lkC5HTtxv+kOK6OreLx30zgjjeKz2yKDQA8Hg8FACTrUABASB6K1dtfrkW6nNeOlwFwuVzo7u6G1+vFmTNnUFpaKuqaQOaUAJHEabValJWVoaysDABCDhTPzMxgfHwcarU6pFxIilrufMgApDMAsBsjZ+kS9fhL43jvBfHtQsUGAG63W9TfFEIyCQUAhOSZeL39VSoV/8YnNakn9gqvGy2w4Ep+jEYjLl26JLpbB50ByD16vR56vR6VlZV89xYuIBgfH+d723PBgN1uT+pAMQUA0rrrzYfwTOdsytcJBFn8538P4n++64Soz+f+DsZ7nm63mzIAJOtQAEBInggv+YnW4ScbMwCRSoCCwSAGBwcxNzeH+vp6HD58OKEFS6YFAEBm3YsUDvL5KBQKGI1GGI1G1NTUgGEYbG9vw+l0Yn19HUNDQ2BZFoWFhXwwYLVaodFo4l471wMAYYvgdDDqtSi16JM6CBzut0PL+JObj4s6CyAmA8AFknQImGQbCgAIyQOJ9Pbndunl2OFLVwkQV/Kzu7uL06dP8yUgicjEMwC5KFOeF3c2wGKxoKGhAcFgMORA8fz8PACEHCi2WCwRF4e5HgAcxBmHf7jnYtw5AGJ4vAEMza2jta4o7ufSGQCSyygAICSHcQt5bvEfqeQnHPdml00BgDADsLi4iP7+fhgMBly6dAmFhYVJXxPInF13KgFKL5VKhaKiIhQV7S0U/X4/Hwysrq5iZmYGCoVi34FiYTCaqwEA97uWzgDAqNfi2396A/7Xt17CymZqh4JdO+KmhnPPk9qAklxEAQAhOUrY2z+Rib7cm7pcO/VyXvfatWuYnZ1FbW0tjh49mtIChQ4BEyGNRoPS0lL+sOfu7i5/fmBubg4TExNQqVSw2Ww5vxt8EAEAsBcE/Mf/fDNcOz488oshXBlZxZbIxXzodeKXcQEIOScVCwUAJBtRAEBIDgrv7Z/IRN9sDAB8Ph+CwSAWFhZw6tQplJeXp3xNygDIL5ufT0FBASoqKlBRUQGWZeHxePjzA3NzcwCAnp4ePjtgs9lEH0DPdAcVAHCMei0+/q42AMCuL4DPfudlzKy5RT3WatDiaLVN1OcGg8G4u/+BQAA7OzsUAJCsQwEAITkkUm9/7j+xuDc8OToByREALC0tYXx8HABw6dIlyXZfMy0AyFW5UCajUChgMBhgMBhQU1ODra0tvPbaaygrK4Pb7cbIyAgYhoFerw85UKzVag/61pNy0AEAJxBk8IOXJzErcvEPAG8/Uyt6GJiYAMDj8QBAzmd9SO6hAICQHBGrt38i5MwAiBnYJRbDMBgeHsb09DSKiorgcDiSrvePJNMCgFzMAOS6mpoa6PV6BINBbG5u8mcIFhYWAABGozHkQLFanR1vyZkQAASCDB78Xhc6x1cTetzRGovozxUTALjde8EHZQBItsmOvzaEkJji9fZPRDaUAHk8HvT09MDlcqGtrQ0qlQoOhwMsy0q2o5xpXYBI9gg/BKxSqWC322G32wHsHSjmOgw5HA7Mzs5CoVDAbDbzJUNms/nAd9ijyYQA4ImXJhJe/APAjld8ZpMCAJLLKAAgJIuJ7e2fCO5NXa4SICC1DkMrKyvo7e1FQUEBLl68CKPRiNXV1ZSvG0km7bpn0r1IJdeeDydeFyCNRoOSkhKUlJQAALxeL3+geGFhAZOTk1CpVLBarfz5AaPRmDHlUgcdAASCDH56dSapx4o9AAzs/Q0UcwAYoACAZB8KAAjJUgzD8Lv+qZT8hBO2AZVaKgEAwzAYGRnB1NQUqqqq0NLSwt+rXOU6ck0uJq/LlEWtlBJtA6rT6VBeXo7y8nKwLIudnR3+QPHU1BTGxsag0Wj4YIA7UHxQ37uDDgCG5tax6fYl/LhEDgAD4jIALpcLAAUAJPtQAEBIluF6+0tV8hNO7hKgZK69u7uL7u5ubG1tobW1FdXV1ZJcNx45dt2DwSBmZmb4PvMFBQUHdi9EHqnMAVAoFCgsLERhYSGqq6vBsixcLhcfEIyOjoJhGBQUFPDBgN1uT+uB4nQHAIEgg6G5dbh2/DDqNUkt/gHg5nN1og8AA4mVAJlMpqTuiZCDQgEAIVmE6+0/Pj6Ora0ttLW1Sb4LmK4SILFWV1fR29sLrVaLixcvRnyjlateX+pFt8fjQVdXF9xuN1iWBcuyKCws5OvDrVZr1hwElUKuBjRSDgJTKBQwmUwwmUyoq6sDwzAhB4qXlpbAsiwMBkNIhyE5X0fc75ncGYhAkMETL03gp1dnQhb9hoLEn9vZ5hK8/2JDQo9hGAYaTeySIS4DQF2ASLbJn3caQrKcsLe/z+fD9va2LG/AXEbhoDMADMNgbGwMExMTqKiowPHjx6MuauQa2iVl1yIukNHpdOjo6IBGo8HW1lZI73jhQVC73c5PluXuJVcXzLlGzknASqWS3/kH9vrQcweKuaFkXNDAHSi2WCyS7tZLdd4ollhdfty7AdHXUSiA37u+Gbdd15jQ7j+wtwkSL0Pn8XhQUFCQV4E7yQ30iiUkw0Xq7a9Wq2XtTnPQAcDu7i56enqwubmJ48ePo7q6OuZiQ64MgBRnAFiWxdjYGMbHx1FRUYGWlha+jKuoqAhFRUUA9oaZOZ1OOJ1OzM/PY3JyEmq1mt/V5SY65xo6A5AatVqN4uJiFBcXA9h7HXHBwNLSEqampqBUKmGxWPiAwGQypXRvUh+2jyTZLj/hfu/6ZtzxxuakHiu2BIh2/0k2ogCAkAzGlfxwiz9u102lUslSosOR6/piduodDgd6enqgVqtx4cIFmM1mSa6bjFR33X0+H3p7e+FwOHDs2DHU1tYC2GsDGU6r1YYcBHW73fxCjqv7BoChoSF+IRevPIEcjHSVyESi1WpRVlaGsrIyAAg5UDwzM4Px8XE+sOT+KywsTOhepQ4Awmv8myssSXf5ETrbXILbrmtM+vGJBAC5GMiS3EYBACEZSljyE37QV+4A4CAyACzLYnx8HGNjYygvL0dra6votHomngHY3NxEd3c3GIZBR0cHX7IhZlaBQqGA0WiE0WhETU0NGIbB1NQUpqamsL29zQ+SEvaNl7rMIx1yMaMBvP4zzoRFoV6vR1VVFaqqqvjAkgsIxsfHEQwGodPpQg4U63S6mNeUKgCIVeOfSJmPsUAD1+7rQbXVoMXN5+rw/osNCZf9CFEGgOQyCgAIyTBievsrlcqcCgC8Xi96e3vhdDr5nfJEFk+ZdgZgbm4OAwMDsFqtOHnyZNwFVTxKpZJfZLS3t8Pv9+8r8+D6xnPnBxLd1T0o2XCPiZJyIJ2UhIFlbW0tGIbB1tYWf6B4aGiIP5guPFAcnmmSIgCQqsYfAD5ycwssBi2fQThabUtp4c8ROweAMgAkG1EAQEgGYVmW3/WP1dtfpVLxXWTkeOORuwRIuKh2Op3o6emBUqnEhQsXYLFYJLmuFBLNAASDQQwODmJubg4NDQ04dOiQZLvywlkHGo0GpaWlKC0tDekb73Q6MTExgdHRUX5XlwsI0tkmMt9lagAQTqlUwmq1wmq1oqGhAcFgMORA8fz8PADsO1AsRQAgVY0/AFgMWrTWFUlyLSGxGQCaAUCyEQUAhGQIbtdfTG9/7k0pGAzK0n0iHRkAlmX5xWppaSlOnDiRdE17JgwC29nZ4Vt8njp1CuXl5ZLeSzThfeMZhsH29jYfEAwODoJlWRiNRj4YsFgscRc26ZDrJUDZhptNwR1M5zJN6+vrWFlZwfT0NJRKJf97urm5GdKpKhq5avyBxId7icX9jaISIJKrKAAg5IBFO+gbi7BXfzYGAD6fD1evXoXD4cDRo0dRV1eX0oLpoDMAwhafFy9eFLUjmOjiVxjkxPpecR1fLBYLGhoaEAgE+EXc2toaZmZmQrrC2O12GI3GA1uwZuNCOZ5sDQDCCTNNwF53LqfTienpaezu7uLq1atQqVQhB4qF5TBS1fjHkuhwL7G4vyViAgAxjQoIyTQUABBygLiDvtxuk9je2sIMgBzkOmPAPbehoSGoVKqQw7FSXDfdXYBSObicLmq1GiUlJSgpKQHw+iLO6XTyXWE0Gg0fDIg5BEpiy5UAIFxBQQEqKyuxubmJ3d1dHD58mD9QPDExgWAwCK1WC5vNBrPFiu+8MI/uSee+60i1+E9muJdY3N8/MQFAZWWlLPdAiJwy652KkDzB9YHnFv/xSn7CcW9Kcs0CUKlUkl+bZVlMTU0B2FtItLe3S1aXfhAZAL/fj97eXqytrUmSxRBzL0DqQQ63iKusrATLsny5UPgh0HydTiyFXA0AOAzDQKVSwWAwwGAwoKamBj5/AF0jC1h2bGJ10YXhqwvonpVmE0GuLj+xJBIAUAkQyUb0V52QNEum5CdctmUA/H4/+vr6sLq6CoVCgZqaGkkPpcrZBjTSNbe2ttDV1bWvxWc6SJnl4CYPm81m1NfX84dAuQwBN1XWYrHAZrOhqKgo5SFSQrl6BoAL6nOV8BBwtDIfqZ691aDFv33sjRhb3JS8y08sYgIArq0qHQIm2YgCAELSKFZv/0QIzwDIQalUwufzxf9EETY2NtDd3Q2WZdHe3o6uri5ZFn5STO0NFykDMD8/j2vXrsFiseDUqVNpK5dJx4Iy/BCo1+vlswORphPb7Xbo9fqUvmYuLpS5wD5XMQwDjUYTs5WnVL+JN5+rQ4FWLUuXn1jEZgA8Hg9lAEhWogCAkDQI7+3PLf6TlQ0lQCzLYnp6GsPDw7Db7Whra4NOp5PtgHGyPftjEQYVDMNgcHAQs7OzqK+vx+HDh9O6yJPrnEMsOp0OFRUVqKioCBkiJZxOrNfr+RaRNJ14T66WAHHdfK4teGA1FqD3N+OStfKMRM4a/3i4AEDMHADKAJBsRAEAITIT29s/EekoAUplMe33+9Hf34/l5WU0NzejqamJf85ydhiSKwOws7OD7u5uuFyulFt8ZuvCMNIQqc3NTT4g4HrGc9OJ7XY7zGZzTu+ER5NrAUDkMp9NKLAsyfXDa/wLNcCJchXOl7sxNDjAZ5xSzTYlIpEzABQAkGxEAQAhMkqkt38iFAoFFApFRgYAm5ub6OnpQSAQQHt7O19OIsW1Y5HjugqFAru7u3jppZeg1WpFt/iUw0FkAGJRKpX8rn9TUxN8Ph8/QGpxcZGfTsx9TqTpxJnyXKSW7QGAsG+/XqfCj16ZRtf42r7Pk+KnF6nG/0iVFTseN9++lss2FRQUhLye5BxuJ/ybHY3f74fX66USIJKVKAAgRAbhJT9SLfw53BuTnCVAiQYXLMtidnYWg4ODsNlsOHnyZMT6eDlLgKRcUHIlLy6XS/IWn9m8OIxGq9WirKwMZWVlMacTc9kB7uB0Ln4vsjUAiHagV07Ravw1vzucXldXx2ebuABzaWkJLMvCYDDwryWpu1VxnY5icbvdAEAZAJKVKAAgRGIMw8DlcmF8fBz19fXQ6/WyLAaSWaSLlegiPRAIoL+/H0tLS2hqakJzc3PU55wNGQCua5HL5YLBYMDJkycPfEGXaRmAWCJNJ97a2uIPFHMLOLVaDa1WC6fTmTHTiaWQLQGA2J1+uYit8RdmmxobGxEIBLCxscEHBLOzs1AoFDCZTHxAYLFYUio/CwaDogMAk8mU9Nch5KBQAECIRIS9/b1eL2ZmZlBVVYXCwkJZvl6mBADb29vo6uqC3+/H2bNn+YFTsa4txyJWqkPA3PMJBoMoLi7mr02Sp1QqYbVaYbVaAYCfTjw6Ogqv14vu7m7+c7gF3EFOJ05VpgcA6d7pVygA4a98qn381Wo1iouL+d9Pn88XElxOTU3xryeuXCjR11MiAQCVAJFsRAEAIRII7+3P1abKtUAH5A0AxFybZVnMz89jYGAAFosFHR0dKCgoiHvtTD4EvLCwgP7+flgsFpw8eRJjY2PY2dmR6A5Tk00ZgHi46cSLi4tQKpVoamriF3BTU1MYGxvjJ8pm43TiTJwDwO32b7p9+NErUxhd2Ezb1/6965txvM4mWx9/rVaL8vJy/nA+V362vr7OT7vm2tcKDxTH+hklEgBQCRDJRhQAEJKiSL39uVpUOQMAOc8AxLt2IBDAwMAAFhYW0NDQgEOHDolOt2diG1CGYTA0NISZmRnU1dXhyJEj/LmNTFtwZ9r9pEqhUECv16OqqgpVVVUh04mdTic/nVhY722z2TK6XCiT5gAcRF2/0NnmEtx2XaPsg7uEwl9PLpeLP1A8Pj6OkZER6HQ6Phiw2Wz7AsxgMBj3Z+hyuQBQAECyEwUAhCQpUm9/7j+523QC8pcAsSwbsZTB5XKhu7sbXq8XZ86cQWlpacLXzqQMwO7uLrq6uuByuXDy5ElUVFQgEGTQP7mGwXk3WP8uzgSZtC5gIsm0HWW5xJtOzNV7WywWPjsg5XRiKaSzBEhYxx++ux5rUJfUpC7zke6+9s4GmEwmvn3t1tYWf35gcHAQLMuisLAw5EBxMBiMe6hYrjMALpcL999/P7773e/C6XTi6NGj+OxnP4s777wz7mOff/55fOUrX0FPTw88Hg8aGxvxh3/4h/j4xz+e0UEzST8KAAhJQrze/lwmIJsDAAD73gS5kh+j0YhLly4l1Zdbru+L2AxAIMhgYMYJ144PjH8XO6uTKNBpceHCBegLDbj8y2E89eoUNtxe/jFPDTyLd7bX4/Y3HDqwxUwulQAlItp0YqfTibm5OUxMTEg+nThV6QgAou3sWw1avONsLW691IgnXppIy+IfkL/MRyrC8ygNDQ18gMkFBHNzcwD2ytQ0Gk3MA+pcBkDqc1633norrly5ggcffBCHDx/GY489hg9+8INgGAZ33XVX1Mf9/Oc/x9vf/na88Y1vxDe/+U0YDAb86Ec/wqc+9SmMj4/joYcekvQ+SXajAICQBInt7S/nAh2QbyEN7J80HAwGMTg4iLm5uZASmWQolUr4/f74n5jEdaMtjgNBBn1Ta3i2cwadY6shQ4eMOiXefaES7To9vnz5Vbw2urLv8esuL/7r+WGMzG/gvjvb9y1shEGFUa9FS609Ixc/mSaZYCaR6cTcjq6U7SHFkDsAiLWzv+H24f++MIaR+Q2ML27Jdg9CB1HmI5XwANPn82FjYwOjo6Pw+Xz8AXWLxcIHmVzGyePxoLCwUNKd9aeffhrPPvssv+gHgBtuuAHT09O49957cccdd0T9eg8//DA0Gg1+8pOf8AeT3/rWt2J4eBgPP/wwBQAkBAUAhIiUaG9/uQOAdGQAGIaB2+1Gd3c3dnZ2cPr0aZSVlaV87XS1AQ0EGXzvxVH85JVJbHoi1z+7vAwu/2oUL/QvYN7hjvk1rows4/u/HsOdbzoccv3wjIHNqJM8Y5CrGYBUFsrh04mDwSA/nXh9fR3z8/Mh7SHTNZ1YqjMA0cp7xOzsd6ahnWemlPlISavVorS0FHNzczAYDKitreXPD3AZp+effx6dnZ2orKyE3W6X9Os/+eSTMBqNuP3220M+fvfdd+Ouu+7CK6+8gkuXLkV8rEajgVar3ZcBs1qtoho0kPxCAQAhIjAMw+/6Ryr5iUSlUiEQCMh2TyqVCj6fPIf6uMXL0tISRkdHYTAYcOnSJUlS3ek6BBwIMlF39COJt/jnPPXqJD5wfTMAJJ0xEIpVw00So1Kp+IU+gJjTibnsQPh0YimIyQDEq92PVt7zttM1+FnnrKT3K9aZpmK843QVunqvofXYIbQfq8nZ1yrXBUiv10Ov16OyspLPOC0sLOC1117Dj3/8Y3g8HlRXV+PGG2/EW9/6VrzlLW9BTU1N0l+3v78fx44d25e1amtr4/89WgDwJ3/yJ7h8+TI++clP4vOf/zwKCwvx4x//GE8++ST+9m//Nul7IrmJAgBCYuB6+4sp+QmXzSVA3PMbGhpCbW0tjh49KtmuqVT9+sOFlwB978VR0Yv/RKy7vOibXMPQ3Hrc64dnDIQCQQaPvzQZs4ZbuLjKxQyA3M8lfDqxx+PhA4Lx8XEEg8F904m5Fr6pYFkWDAv0Tzv2LfDj1e6/53w9/uGJnqjlPd/99XjK95co4U6/3+fF1rwSx2tzO1CN1AaUyzh96EMfwoc+9CE88MAD+OEPf4gPf/jDeO655/CRj3wEKpUKGxsbSb+OHA4HGhsb932cC2odDkfUx54/fx7PPfccbr/9dvzrv/4rgL33ob/927/FZz7zmaTuh+QuCgAIiSK8t7/YhT8nHSVAciykPR4Pent7AQCHDh1CU1OTpNeXMwPAfb93fQH88OUJyb8G5y///7+F2JcClzEQLpaCDIuvPtETceoqV8M9urCJv/jA6ZzPHqSrW45CoYDBYIDBYNg3nZjLEAAImSZrtVoTDnwDQQa/GtnG1ZkduLwz/Me53fvRxc2YP/cX+hew4PSk9mRTdKapGO/uqMeOL7DvdeX93e9uprQ5lYuYOQA7OzsoKSnB/fffj/vvvx87OzsYHBxMOYiM9TsR69+uXr2K97///Th//jy+8Y1vwGAw4LnnnsP999+P3d1d/OVf/mVK90VyCwUAhEQg7O0PIOHFP7DXRSLbzgAsLS2hv7+f74ktdX0rIO8ZgECQweVfDuMHL0/AvSv9QWMhsZvX6y4vvv/rUVzXUolymwEatRKP/2Y84iJQ6OrYKp58eRK3X78XgAkzAGI6wGRbIJBuwm4wjY2N8Pv9fLvRlZUVTExOYdkNqLQGlBZZcPZIFSzm2O1GXz+cu7+cTOzu/UEu/sXU9HO/u5nUdlUOYgeBCWcA6PV6nDlzJqWvW1RUFHGX3+l0Aoj9N/njH/84ysrK8OSTT/L3fsMNN0CpVOKv/uqv8Pu///sRswskP1EAQIhArN7+icqmQ8AMw2B4eBjT09Oorq5Gc3MzfvnLX8py/3IFAAwLXH7VibHVRcmvLVSoU+NkQwleHhL/dR59bhiPPjcMpVKBUosea1vipgv/9LXpfYsxMR1g4mUPks0cSJ1xkLsEKJH71Wg0KCkpgc1ehJ6XJvDTvmlsevwANgBsoPCX0zhVpcXb2kpRUlwUcTpxOttuimEp1KCpwhLzQPDhSgvefb4eFoNW1M+TyaMMQLzn6Ha7+W47Ujlx4gQuX76MQCAQcg6gr68PANDa2hr1sd3d3fjgBz+4L3Bpb28HwzAYHBykAIDwKAAg5HdSLfkJp1Kp4PV6439ikqQ6A7Czs4Pu7m64XC60tbWhsrKSv24mDeyK51fDmxhble/7zbn1uma01NoTCgA4DMNiaV38Du+G24fne+dx6Vg5lL97Lf7ktbm4i8zw7AEn2cxBqhmHVAKHZB6byvOMFlx5/MBLUz6suFfwtqYVKBXgpxPb7XYYTWb89OrMvscdpHe21+P9Fxvw5MuT+Olr09gI+14k08GH+5uQy0OlGIYBy7KiMgBSZ0nf//7345vf/CYef/xx3HHHHfzHH3nkEVRWVuL8+fNRH1tZWYnXXnttX/bi5ZdfBgBUV1dLeq8ku1EAQIhAKiU/4bLhDMDKygr6+vqg0+lw8eJFPp0tbAMqNTkyAIEgg5dGN1O+TlWRIWY3oPbDZXwHIKtBF9L6MxqLQYvP3XEOy+sezK250TuxiuH5DdH39O9PX8O/P30NhTo1ClUBbHjnRD0uPHuQbOYglYxDvIV4Y2H0bjlyLOLj3a+YHfyxVR/OHm3EW1rse+VCaw70j85gap3Bplu+3/dEnW0u4X/+t1/fhPdfbJAke5MPJUDc3+14AYDH40Ftba2kX/vmm2/GTTfdhI9+9KPY2tpCc3MzLl++jGeeeQaPPvoof0/33HMPHnnkEYyPj6Ourg4A8OlPfxqf/OQn8e53vxsf+chHUFhYiF/84hf43//7f+Otb30rTp48Kem9kuxGAQAhv8N1+JFqdzpdJUDJDB1iGAajo6OYnJxEVVXVvrZzck4yliMAGJhxwuVN7V7bD5fhL24/ix+8PIGnXp3Euiu0r/8tHQ0hh3lv6ajHfz0/HPe67z7fiNa6YrTuvUejd7IEn3/4pYTvz+MNYC93IO71ueH24f/302s4WmOD1ajDa6MrSWUOxCyKIz1OzEL8UIkWf3D9/qm9ci/io92v2B38J16awqsjq3Bse7EVZb6E3CyFGrzjbB1+1jkjamdfrVKita4o5a+bDyVAYrMcLpcr5AyAVJ544gncd999eOCBB+B0OnH06FFcvnwZd955J/85wWCQ//vP+cQnPoGqqip87Wtfwx/+4R9iZ2cH9fX1+MIXvoBPf/rTkt8nyW4UABAioFAoJA0A5J4DAOy9WSWSjt/d3UV3dze2trbQ2toaNS2czoFdqZpdWE76sVajDu8SLO7vfNNhfOD6ZgzMODE9v4TVxVn8wa037Vto3v6GQxiZ38CVkehfW5gx4LTU2mE1aEMWbdGY9Br84dtbsLa1g0WHC92jC1hL4Izoz3vm8fOeefEPAPDDlydRbiuEuVCDAo0KT12ZFvW48IyDmIX46KoPvxrexPGW0I+nYxH/g5cn9lqDegNw7fix4HSHZBpi8QcZTC5vi/pcubyzvR63X9+E265rTGsnKO7vYy4HAGIyAFxbWSlmo4QzGo146KGHYk7uffjhh/Hwww/v+/itt96KW2+9VfJ7ikTuiddEXhQAECIg5R+zdMwBABILAFZXV9Hb2wutVouLFy/CZDLFvL5cGQCWZSV58+AOLy/OiVukcgq0KnQcLsdNZ2pwor5434JJrVKiraEYxTof+tzzERdUapUS993Zju//ekxUxkD4uHe21+OxX47Evc93ddTjDccrAABerxf/j38FPxiQL6gEAI8vgK/9oCfhx224ffjS/30NJWY9VCoFftW3IOpxL45souaVSSiVCrDsXovUH/x2UtRjv//rcQzPryMQZOHzB7Hp9olexO/4gvi/L4yJ+txIGspMaK6woMhcgCJzAawGLf7pR33Y3km9+1SlvTBmNyCuvAeQbmdfLG4eSi4v/MSWAIV3Aco33GtgYWEBwWAQarWa/89msx3w3ZF4KAAgRCbpKAEC9t6sNBpNzM9lGAZjY2OYmJhARUUFjh8/vm/SZKTry5UB4O4plYOEu7u76OnpwebmJt52qQ2/mOjB9m7877exQIOHP3MTCrTx//xxGaFowUp4xsC144NRr0VLrT3mLuxt1zVhaNYZszuLcJHH3UuFSQGzXo2tnfhBgNWgxT995Hq4dgP49bVFPPar0biPSVXflDPhx3gDLL7z8/ilVJH4gww6x2K3U41Hq1bCqNdAo1JieUNcdyYAuPumo/sW3re016UUVADAqQY77r3tNH5yZUayg7tSYhgmp3f/AQoAxPrv//5v/NM//RNMJhPUajV0Oh3UajXMZjO++tWvHvTtkTgoACBEJumYAwAg7tcQLpRbWlpQU1MjavdOzhIgILUAYH19Hd3d3VCpVHwm443H5vBUV/zJv++71CRq8Q+E9t6P9T3jMgZiqVVK3HvrSfzo1cQWeSqlAjeeKMMPXo1/EPjmc3Uw6rUw6rU4WmMVfW8A8LF3tqKiqBADM+u4nEDgYDfqoFAo4PEGsOOTN1PBKTEXwG4qgFajhNcXxMiC+MPgf3nnWZxuKgGwVz70R//8S1EZBOvvWmaGu/VSI0YXNnF1LHr50pmmYhyqtO6r3TfqlDhRpsSp0m10Xb2C1iIbrrujBSseJXb9TMYMeuM6pOUyCgDiW19fx7333os3vOENOH78OLxeL3Z2drC9vR13c4lkBvopESIgdQkQy7Ky7ZiJ6dTjcDjQ09MDtVqNCxcuwGw2J3R9uUqAgOQ6DLEsi+npaQwPD6O4uBhtbW189uPtJ8vRPbGG+c3o141Uky/mXqVsW8odwHY6nThTYcMN/59TWNhi4PHun7oqxL0233GqHLNOb8xFZnj24Gi1DRaDVvTi9s1tlVCrlDhSZcXTr02Lftx//M83Qa1Son/agQcevRL3MZzPfuA0jtXuLaiHZjfwt9/rFP3YT7znBL8Tn+gi/kT96zv4apUSN5+tFbWDf/O5uqhlYX/xgdP4+uXn0bfMYnv39SAoPLCLVLuvVACbm5tYX1/fN51Yr7Fje0sJi8VyoAvwfMoAxHqeXq8Xfr9f8jkA2WJtbQ3z8/P4l3/5l4O+FZIkCgAIkYlwh16ON8xYGQCWZTE+Po6xsTGUlZWhtbU1bplQuHRkABIRCATQ39+PpaUlHDp0CI2NjSEBm1qlhEkb+bGxavJjEWYApODz+dDd3Y2NjQ2UlJRgeXkZ09PTUKlUsNvtsJns8Pu8UOv3d8bhcIvMRHq7J7u4TfZxiQQcxgIVzjSX8I893VScULAi3IlPdREvZgc/PLgKp1Yp0VGrwe1vbMA2Wxj1cG602n2bzQabzcZPJ+aCAe61olQq+c+x2+0wGAxprceX6+9ZJuHOOcR6nh7P3hmNfM0A2O12fOQjH8Evf/lLvPnNbz7o2yFJoACAEJkkUqOf6vWFvF4vent74XQ6cezYMdTW1iY9yThTAgCXy4Xu7m54vV6cO3cOxcX7y202PAGMrO1d81JLBd7V0SC6Jj8aKQOAzc1NdHV1AQA6OjpQUFCwVy7j8cDpdMLpdGJ0dBQMw6CwsJAfMGWz2aBSqULuJZne7skubpN5XCIL8YtNZkmClVTuV/i1Ew2uImFZFhq1Cq2VqR3O1Wg0KC0tRWlpKYC9oX3ca2VqagpjY2PQarUhr5Xw6cRSy5cSIDEtQAHEbKSQi7hyyKWlJb5T0S233AKr1Qqr1QqdTofjx4+HDDEjmYkCAEIEpC4BAiBbK9BIAYDT6URPTw+USiUuXLgAi8WS9PUzJQOwtLSEvr4+GI1GXLp0Cfoou+PPX1sF87t1+geub8bhqtS7UEgVACwsLKC/vx9WqxWnTp2CSqWC3++HQqGAwWCAwWBATU0NgsEgNjc34XQ64XA4MDc3B4VCwb+5ht9LIh1gkl3cJvs4MQvx5hIt3nzUuu/jB7mIl2JwllztEfV6PaqqqlBVVQWWZbG1tQWn04n19XUMDg6CZdmQ6cRWq1Xyib35UAIk5nyS2703MDDfSoC417XVasW9994LrVaL6elpbG5uYnFxEXNzc1heXsYdd9whKpAiB4cCAEJkIvaQbrKEC2mWZTExMYHR0VGUlpbixIkTKWcd5OpiJDYAYBgGIyMjmJqaQk1NDY4dOxZ14eHa8ePFwb3FYmtdkSSLf+D1N7tkAyGuTen09DTq6upw5MgR/mxFpKCCKwWy2+1obm6G1+uFw+GA0+nE7OwsAGBgYAAlJSX85yXyc052cZvM48QsxGu1TqiUkbsrHfQiPpX2munoj65QKGCxWGCxWNDQ0IBAIICNjQ0+eJydneWDR5vNhqKiIhiNRkla7+Z6ACBm4coFAPlYAsSyLKqqqvCFL3wh6uek2uWNyI8CAEJkIncAwNWoer1eXL16FQ6HA0eOHEF9fb0kiw+5DgGLWVR7vV709PRgY2Mj5rAyzjOvTWHXv3e9W69rlPxek8kACOv929raUFlZGfG6sX5WOp0OlZWVqKysRCAQwAsvvAC73Q6Px8MfEDWbzbDb7SgqKoLJZBK1OEt2cZvo4+ItxF97bT3q8z/oRXwqDmJAklqtRnFxMV8et7u7y2cHZmdnMTExAY1Gw58dsNvtKCgoSPjrUACwJ58DAIVCAafTiZmZGVitVrAsC5VKBZ1urwtYQUFBQg0nyMGgAIAQASnftLlWaHK2AlUoFBgdHYVarUZHR4ekw1eUSiX8/tSHGkW6LhA9AOBafHJlTPHeSPyBIH70ygQAwK5X4HSj+HacYu810QBga2sLnZ17nWzOnz8fsRQr0dcady9lZWUoKSnhD4g6HA4sLi5iamqKH8BTVFSU9AJPDqksxA9qEZ8s7rVy0IOyCgoK+OCRZVm4XC7+/MDIyEjIWRPuULGY9o0UAOzJ1zMA3M+/q6sL9913HxQKBYqLi1FYWAifz4fKykqUlpairq4O73jHO1BeXn7Qt0yioACAEJnImQFgWRZTU1MIBoMwGAw4f/48tNooLXCSlO4SIJZlMTMzg6GhoX0tPmP5Zd88nNt7U3hPV0q7MEkmAxBe7y/1z4W7F+EBUZZl4fF4+HIh4QKPCwbkqAdPlZTtVTNFpgQAQgqFAiaTCSaTCXV1dSFnTZxOJ3/WhMsm2e32qNkkCgD2uN1uKBSKqGeScp3f7wfLsmhpacGpU6fgcrnw3HPP4fnnn0dLSwv+z//5P/jJT36Cf/u3f+MPsZPMQgEAITLhSnSkXkT7/X709fVhdXUVGo0GFRUVki8yAfkPAQsXf4FAANeuXcPi4iKam5vR1NQkagHFMCye+M1etxirQYvDxayk95xIACA8syCs95f6XqL9G3eYuLa2FsFgkK8H584PKJVKWK1WvlyosLAwIxapmXAPUsrEACCc8KwJsFeuxr1W5ufnMTk5yWeTuJIhvV4PhUKRF7XdYlqdut1uGAyGnA+GwnGv7ytXruAd73gHvvjFL/L/9vnPfx6f+cxn8I53vAM33XQTbrzxRjz22GP40z/9UzoQnIEoACBEQOo3bal30Tc3N9Hd3Q2GYdDe3o7BwUFZFulA+roAud1udHV1wev14uzZsygpKRF9rddGlzG7upeKf8fpKqiC85LuKosNAHw+H3p6erC+vo4TJ06gqqpKsntI9F6AvdddUVERior2Sme4enCHw8G3j9TpdHwwYLPZZGlVm4+yIQAIp9VqUV5ejvLycj6bxAUE4+PjGBkZQUFBAex2O3Z3d3O+800wGIy7qcIFANn0c5YC9/oeHR2N+DoYGRmBWq3GTTfdhJKSEmxtbaX7FolIFAAQIiOpAgBheYzdbkdbWxt0Op1sB3UBeQ8BczuJy8vL6OvrQ2FhIS5evIjCwsKErvXEb8YBAHqdGm85WYmeznlJgxYxHYu2t7fR2dkJlmWj1vsfNGE9OMMw2N7e5suFhIeJuXIhs9mcdwsbqXCvlWz9/oW3pmUYhi8XWl9fh8vlgsvlgsfj4bMIBz2dWGpiS4ByPRCKhPu+/NEf/RHuu+8+/P7v/z7e/OY3Q6/X45VXXsHOzg7e/e53A9jL7NbV1QHI3t+HXEYBACFhFAqFZLvIKpUq5TkAfr8f/f39WF5e3lceI1edPndtubILCoUCCwsLWFtbQ3V1NY4dO5Zwenh4bh390w4AewOhDAV7O9jpLAFaXFxEf38/zGYzTp06JfsQJilem0qlkm8fyU2bjVT+wS3uioqKZHteuXwGIFcWxMLJw8Be6YdWq4VOpwuZZM2Vl9lstqzfGRc7ByDbn2cyuOf7hje8Affffz++//3v4xe/+AV2dnYQDAbxuc99Dtdffz2mpqZw11134cKFCwBy5/chl1AAQIiMUl2gb21tobu7G4FAAO3t7XxJh/D62VYC5PV6wbIsHA6HqBaf0Tz+u9p/tUqB91xohFK5931ORwkQy7IYGRnB5OQkamtrcfTo0ax9g9NoNCgrK0NZWRlYloXb7ebLhbjDxNxwqaKiIlgsFklreXNtAZWNJUCJYFkWRqMRTU1NAMCXC62vr2NychKjo6Mh04ntdrssZ5TkRBmAyFZXV2GxWKDVauF2u/G2t70Nb3jDGzA3NwetVsvv9rMsi/r6etTX1x/sDZOYKAAgREbJBgAsy2J2dhZDQ0OwWq1oa2uL2NJRzgyAHCVAGxsb6Orq4t8gkl38LzhceHlwr3TlTSeqUWzW83255c4A+Hw+9Pb2phzAJHs/cu6aKxQKGI1GGI3GkMPEDoeDHy7F7Qhzi7tMOUycKXI9AAjvAlRYWIjCwkJUV1fz5WVcRombTmw0GvnsQCZ2owonNgDIlxkA3M/8wx/+MP7yL/8SHR0d+PSnP41r166hsrISJpMJOp0OGo0GwWAQ9913H19umK0bI/mAAgBCwki5yFKr1QkvooUdcZqamtDU1BT1j6hcvfoBabMLXEAzODiIoqIiKBSKlHYFn3xpHNyP6P2X9nYik+3ZH0t4AMDV+zMMg/Pnz8NqtUr2tcRKZ9lM+GHinZ0dfnHHTZ7mDody/4npJZ/L8i0AEBKWl4VPJ15bW8PMzAz/OdzrRYrpxFKjDEAo7uf95S9/GY2Ne4MWb7nlFrS2tsLr9cLpdMLn88Hv92NiYoJ/T6LFf2bL77/UhMgs0R367e1tdHV1we/3i+qIo1KpsLu7m+ptRqRUKsGybMpTTYPBIK5du4aFhQU0NTWhubkZv/71r5MOLjZcXvyiexYAcO5QKerL9gaFiZkwnCjhIeClpSX09fWlrd4/koNeKOn1elRVVaGqqgoMw2Bra4svF1pYWAjpJc9NJo51z7l8BuCgf1ZySWRXN9p0Ym6K7Pj4uCTTiaUmtg1ovvW3P3nyJIC91/h73/veA74bkioKAAiRkUqlgtfrFfW5c3NzGBgYgNlsRkdHh6g3QrlLgABxB+Kicbvd6O7uxs7OTkhAk8r5gqdenYQvsPfYW69r3ne/cmQA5ubmsLy8jJqaGhw7dkySna1kFohylwAlgpsrYLVa0djYGLGXvEajCckORAqacm2hTAFAdIlMJ+aG16U7o8QwDFiWjft186kEiMNtBikUCtx///1417vehY6ODnR2duLrX/86vF4v/uzP/gwXL1486FslIlAAQEgYKd+4xSzQA4EABgYGsLCwgIaGBhw6dEj0G6zcXYAAcenwSFZWVtDb2wu9Xo9Lly6FtPhMNgDY9QXw1JUpAMChSitO1L9+KFpMy85EcR2cVlZWcPz4cdTU1Eh27VwT3kve7XbzrUaHhoZCasG5xV0uogBAnEjTiblyofX19YSmE0uJ+3sa7+t4PJ68CwCEr+l///d/x1133QWlUol7770XR48eRUlJCT73uc/hmWeeyYhMDomNAgBCZBRvge5yudDd3Q2v14szZ84knFKWq1MPd20g8QU1y7IYHR3FxMQEqqqq0NLSsi+ASPa+n+2axZbHBwC47frmkDekRAZlieFyudDZ2QkAaG5ulnzxn0xpVSZlAGIRHibmFnfr6+twOp1YXV3FzMwM/5rY2tqCx+PhJ81mu1wOAFiWle1gZ/h5E6/Xy79mwqcTcweKE50bIgb3dynWpgcX4Mrx9bOFz+dDS0sLgsEg+vv78fzzzwMALBZL3p8Dyhb0UyJERrHmACwsLODatWswGo24dOkS9Hp9UtdPRwmQWNxEXKfTiePHj6O6ujriQiiZACAYZPCDl/cGf5XbCnHxWEXK9xvN8vIyent7YTKZ+MUpSZ5KpQqpBd/Z2YHD4cD4+DjW19fx29/+FgUFBfwgMpvNlrWLCO71l4sHINM540Cn0+3LKHEBwejoKBiGCTmALtU0a+7vKXUBio5hGJw+fRqf/exnsbi4iLe85S0A9kolAWTt726+oZ8SITKKtEAPBoMYHBzE3Nwc6urqcOTIkaTfUNNVAiTGxsYGuru7AQAXLlyIORGXmwSciJcGF7G87gEAvO9iE1TK0MBCigwAy7IYGxvD+Pg4qqur0dLSgmeffTZjdt2zJQMQj16vR3V1Nebm5lBaWgqbzRZyfkChUPCdYoqKijKyU0w0uZwBOKjgRphRCp9O7HQ6sbCwAAB8uZDNZkt6OjEFAPEplUp89atfxbe//W2UlJTgk5/8JABgaGgI73vf+w725ohoFAAQEkbOMwDCQ7GnTp1CeXl5SteXo1e/8NpA/B11YYtPu92OkydPxm3xmWgGgGVZfvCXuVCLt56OXI6TSkmU3+9Hb28v1tbW0NLSgtraWv6aubDozlQKhYKfNNvU1BRymHh2dhYTExP8YWIuQ5DJg6UoAJCfcDpxU1MT/H4/nx1YWlrC1NRUyHTiROZViAkAuIxEvgYAwN4mT2NjI65cuQKXywUAKC0txV//9V8f8J0RsSgAIERGwjkAi4uL6O/vh8Fg2HcoNlkqlUqSVp2RiAkAgsEgBgYGMD8/z7f4FHMfiS7U+6YcGFvYBADc0lGPAm3kP13J7pBz9f7BYBAdHR2w2WwpX1MOmXQvcgk/TOxyufjDxMLBUlwwkOxOr1woAEg/jUaD0tJSlJaWgmXZiPMqdDpdSLvRaEGkmADA6/UiGAzmzRyASJ5//nn88z//M1QqFba2tvCzn/0Mm5ubmJqa4icCk8xGAQAhMuIW6NeuXcPs7Cxqa2tx5MgRySZhCst0pK67jFcC5PF40NXVhZ2dnYQPMCeaueB2/7VqJd7V0RDzuolmAFZWVtDT0wOj0Rix/Wo+LLoPSrzvq7BTTH19PQKBAL/Tu7y8jOnpaahUqn2TiQ8SBQAHS6FQJDSdmAsiw//exXqO3NTxfM0ATE1N4Stf+Qre+ta3wmKx4O///u8B7G1yPfTQQ3jPe95DU4CzAAUAhISR8o2bOwC8sLCAkydPoqKiIs4jEsP9gZUjAIiVAVhdXUVPTw/0ej0uXryY8E5YIgv1qeUtXB1dAQDcdLoWFkP0AVyJXDdSvX+kN6xkziuIke1zAKSSyPdBrVajpKSEnyfh8Xj4hd34+DhGRkag1+v5cqGD6CNPAUBmiTSdmAsiI00nZhgGCoUi5nPkSl5MJpNk9+lyuXD//ffju9/9LpxOJ44ePYrPfvazuPPOO0U9/oc//CH+8R//EV1dXQgGg6ivr8enPvUp/PEf/7Fk98hlmicmJrC0tIS/+Iu/wG9+8xu+SUJZWRm2trb4zyWZjQIAQmSyvLyMgYEBAMDZs2dht9sl/xqJHtRNRKQAQLhorqysxPHjx5PKZiSyUH/id7v/SgXwvktNMT9X7AI5EAigt7cXq6uraGlpQU1NTdQFW6adAcike0lVqs8lfKd3c3OTLxcSHibmyoXScZiYAoDMFh5Ehk8n9vv9AIBr165FHWDHZQCkLAG69dZbceXKFTz44IM4fPgwHnvsMXzwgx8EwzC46667Yj72wQcfxH333Yc/+ZM/wec+9zloNBoMDQ3B5/NJdn9CSqWSz7QpFAr+e3nt2jX+7BTJfBQAECIxhmEwPDyM6elplJaWYmVlRbZDi9ziW64daoVCwQcXPp8Pvb29cDgccRfN8YgNANY2d/CrvnkAwMVjFaiwx37DFXNdl8uFrq4u+P1+tLe3xw3MMmnXPRcXlVIRHgwF9uq0hQu78fFxaLXakMnEcvxecq+/XPxZ5UIAEC58OvHo6CgWFxfh9Xr5AXbcdGKDwQCDwSB5CdDTTz+NZ599ll/0A8ANN9yA6elp3HvvvbjjjjuibrRcvXoV9913H/72b/8Wf/7nf85/nGvNKSXuNX3u3Dm85S1vwXvf+15otVrMzMzg3/7t3/CLX/wCH/nIRwDk1mskV1EAQEiYVN64d3Z20N3dDZfLhba2NlgsFqysrGRMq85krs/trHZ1dQEAzp8/n/IUV7EBwA9/O4Egs7f4vu365rifH2+xzk0nNhgMaG9vFzWtMtMCgEy5F6nItVDW6XSoqKhARUUFWJbl68AdDgdfB24ymfhyIbPZLMmihWXZnF385GIAIKRQKKBWq6HT6XDmzJmQ6cROpxNPPPEEvvrVr+LIkSMoLy/H6OgoGhoaUj7T9eSTT8JoNOL2228P+fjdd9+Nu+66C6+88gouXboU8bH/8i//Ap1Oh0984hMp3YNYDMPAaDTi4x//OL71rW+hv78fx44dw69+9SvcdttteM973iNLUwoiPQoACJHIysoK+vr6oNPpcPHiRRiNRuzu7gKQb4EuPAMg1/W5BZPVasWpU6ck2TUVEwC4d/145uo0AKC1vgiHq2wxPz/WdVmWxfj4OMbGxqJOJ44mFxfd+UahUMBsNsNsNoccJnY4HCGHiYXZgWSHv+Xy4ifXAwBg7zlyfxvCpxPX1tbCarXiJz/5CYaHh/HOd74TNpsNN954I2666SZ88IMfhNlsTvhrcovo8PMqbW1t/L9HCwBeeOEFHDt2DI8//ji+9KUvYWxsDBUVFfjQhz6Ev/7rv5Y8y8X97KuqqvDAAw/A7XbD6/WGZFJz9fWfaygAICRFDMNgdHQUk5OTqKysREtLC/+HPB079Nw9SC0YDCIYDGJpaQkNDQ04dOiQZG/8YgKAn742hR3v3iHq266Lv/sPRF6sC+v9jx07htra2oTeoDIpAMike5HCQT0XYR041zaSOzvATZnlyj64wVJiA0YKALJbMBiM+rOuqKjAn/zJn8Bms+HFF19EV1cXnnvuOTz77LP4X//rf+3bwRfL4XCgsbFx38e5RbXD4Yj62Pn5eayuruKTn/wkvvSlL6GlpQW/+MUv8OCDD2J2dhb/9V//ldQ9hZudncXk5CRMJhMUCgW0Wi0MBgO0Wi3UajUcDgf8fj8sFgtNTs8SFAAQEiaRN+/d3V309PRgc3MTra2tqKqqCnl8ugIAqa/v8XjQ3d2NYDCI8vJyHDlyRNLrxwsA/IEgfvTbCQBAbakJZ5vFtRgNv67b7UZXVxd8Pp+oev9k7pWk5qAXy8K2kdyUWa7sw+FwYG5uDgqFAlarlT9MbDAYot53rgcA3NmgXBUrAOC4XC6YTCa0tbXh1KlT+LM/+zP4/X5oNJqkv26s72msf+PanF6+fJnvGHTDDTfA7Xbj61//Or74xS+iuVncBkok3Pfjqaeewr//+7+jtLQUZrOZ/x2prKyEVqvlg+aPfexjeMMb3pDTvwe5ggIAQpK0urqK3t5eaDQaXLx4MWJLOKVSKeu03vCDulLgnpdOp4PBYJClr3q8RfUv++bh3PYCAG691ASlUtwbiXCHnGtVWlhYiIsXLya9K5VJu+6ZdC+5SqlU8jv/zc3N/GFih8OBqakpjI2N8YeJuYBAuPDL5YVPPvR2FxMAuN3ufUFgKov/oqKiiLv8TqcTAGJuXBQVFWFpaQlvf/vbQz5+88034+tf/zo6OztTCgC478Vtt92Gs2fPQqfT4ac//SmeeuopXH/99WhtbcXW1haefvpp9PX14e677waQ278HuYICAEIiiLXQErbCrKiowPHjx2P2GlepVLIGAFLtUAvr5LnndeXKFdlajEa7Z4Zh8eRvxgEAdlMB3nSiOqHrBoNBjI+PY3R0NKVWpRw5F930Jpn5Ih0m5sqFBgYGwLIszGYzHxBwu+S5KF8CgHh181wAIJUTJ07g8uXLCAQCIe8lfX19AIDW1taoj21ra8PS0tK+j3N/s6T6eQlbp37rW9/CHXfcgY9//OP8v9977718ByDg4DN7JL7c/k0mRGK7u7u4cuUKJicn0dLSgra2triDhuQMAKS6vs/nQ2dnJ8bHx3Hs2DH+eXFdgKQWKwB4bXQZM6vbAID3XmiERi3+z5RCoYDD4cDY2BiOHj2KEydOpNyhI5N23TPpXqSQbc+FO0zc0NCAs2fP8jugRqMRi4uLuHr1KiYnJ+H3+7GwsMA3AcgV+RIAiMkAFBYWSrbIff/73w+Xy4XHH3885OOPPPIIKisrcf78+aiPve222wAAP/3pT0M+/vTTT0OpVKK9vV2SewTAzxUYGBjA2travn9/5ZVXsLi4CCD7frfzEWUACBHJ4XCgp6cHarUaFy5cEN3tQaVS8ROB5ZBqALC1tYWuri4wDIOOjg6+jzogX/07N1wr0g74E7/b/dfr1HjHuTrR1/R4PFhfXwfLsjh37hzfuSNVck0CJnuyeadQo9GgtLQUpaWlYFkWHo8HY2NjWF9fx8jICF8XzZUKWa3WlAPSg0QBwB632y3ZDABgr1znpptuwkc/+lFsbW2hubkZly9fxjPPPINHH32Uv5977rkHjzzyCMbHx1FXt/e38e6778Y3vvENfOxjH8Pa2hpaWlrw85//HP/6r/+Kj33sY/znJYv7Ow2A3+z63Oc+h89//vMYHx/HhQsXoNVq8atf/QpVVVV8sJLNv9f5ggIAQiIQ7rQKS2PKysrQ2tqaUL1nJmcA5ubmMDAwAKvVipMnT+6beCnXvQunDAvfbIfn1tE/vVcLe/PZOhgKxH2fuXp/hUIBm80m2eIfkGfXnTu7keh1cy0DkEsUCgUMBgNMJhN2dnbQ3t4e0kN+dnYWSqUSVquVLxeSchc5HfIhAAj/mxSJ1AEAADzxxBO477778MADD8DpdOLo0aMhB3uB1zuzCf8GaDQaPPvss/j85z+Pr3zlK3A6nWhoaMCDDz6IP/uzP0v5vsIPfbMsixtvvBH3338/fvSjH+GFF16Ax+NBQUEBvvzlL+Po0aP840hmowCAkBi8Xi96e3vhdDqTaiEJyB8AJLNLzzAMBgYGMDc3F7PFp1wHmLnvYfib7eO/GQMAqJQKvOfC/rZ44ViWxeTkJEZGRvgabal367lsBSFicIPAwnvI7+7u8sEAd5hYp9PxwYDNZkvpIGk65EMAICYD4PF4JG+OYDQa8dBDD+Ghhx6K+jkPP/wwHn744X0ft9vt+I//+A/8x3/8h6T39A//8A/47ne/i+3tbZw5cwZ//ud/jpMnTwIA3vWud+Fd73oX5ufnUVBQIOmmC0kPCgAIicLpdPK7yqlMv820DIBwWvGpU6dQXl4e9XOVSiX8fr8Ut7nvukDo/IIFhwsvD+7Vj765rRrFlthdewKBAPr7+7G0tIQjR46gvr4e/f39kpdbybHrvrm5ieHhYej1ehQXF4vuM59rGYBcei6caAe7CwoKUFlZicrKSrAsi62tLf4wMVc3bTab+XIhs9mccbuoFADscbvdqKioSNMdHYyvfvWr+MIXvgCtVguTyYTLly/j+eefx49+9COcO3eOfy1UVVUByI/XRq6hAICQCCYmJjA8PIySkhKcOHEipZ05tVqdMQHA2toaenp6QqYVxyJXBoB7oxAuAH/w8gS4//f9l5piPt7j8aCzsxNerxfnzp1DcXExAPnKdaS85sLCAvr7+2E0GrG1tYWFhYWQPvPxSkNybdGcaYvcVInp7KRQKGCxWGCxWNDY2Ai/389PJl5YWMDk5CTUajXfjrSoqGhfed5ByOUOR5yDOAOQiR577DHcfPPN+Od//mdotVpMTU3hjjvuwF//9V/je9/73r7XIy3+sw8FAIREwLIsDh8+jPr6+pTf8FQqFbxer0R3tp+YRTrLspiYmMDo6CjKy8vR2toat3sRd225DgEDr2cANlxe/LxrBgBw9lAp6suiH7DmgpiCggJcvHgxJBUvx/1KFQCwLIvR0VFMTEygrq4ODQ0NAAC/37+vzzyXUudKQ7gFSa4vvnJBMq1dww8Tu91u/jXBHSY2GAx8MGCxWA7kMLGY+vhsxjAMWJalAADA8PAwvvSlL/E7/CUlJfinf/on3Hbbbdje3s6IgJSkhgIAQiJobm6WbOf7oEuA/H4/ent7sba2hqNHj6Kurk70AkXONqDA6wHAU69OwhfY+9+3XRd5aA3LspiamsLw8DDKy8sjtviUo2OPFGVQgUAAvb29WF1d5SdG+/1+MAwT0meeYRi+NMThcGB+fh5KpRIWiwXFxcVgGIY6EmW4VGc7KBQKGI1GGI1G1NbWIhgMhkwm5g4T22w2PkOQrsPEuV7mwf0djfUcuQBNjgGJmcTn86G0tDTkveWNb3wj/H4/HA4Hn3Ul2YsCAEIikPLNNB0BANefOdzW1ha6u7sRDAb3tfgUIx0ZgF1fAE9dmQIAHKq04kT9/sNkwWAQ/f39WFxc5Ov9I/2M5Diwm2oGgCtX8vl8aG9vh91uj3o9rkuM1WpFU1MTvF4vXyc+OTmJQCAAt9sNpVK5LzuQjXKtnAmQfrib8DDxoUOHsLu7G/KaGB0dhU6n488O2O12Udm9ZORLAJDvGQCv1wuWZeHz+UK+F1zQs7Ozw78v5PLrIddRAECIzOSeAxCtBGh+fh7Xrl2DxWLBqVOnkkrZpqMN6LNds9jy7AUwt17XtG/x5PF40NXVhd3d3ZB6/2jXzaQSIKfTia6uLr5cSa+PfbA5nE6n4w+OMgyDq1evgmEYbG5u8tkB7uxAOneCpZRt9xuP3NOdCwoKUFVVhaqqKj5jxHUX4s6TCCcTm0wmye6HYRjZgotMQAHAHm6A3c0334yqqipcunQJ1113HUpLS6HT6dDY2EgL/xyQu7/JhGSIdGQAhItehmEwODiI2dlZ1NfX4/Dhw0n/sZY7A+APBPGDl/cGf5XbCnHpWGhnDYfDge7ubv7Qcry0eyYdAp6dncXAwABKSkpETYyOR6lUQqPRQKfT4dixY3x2wOFw8DvB0c4OkPSROwAQEmaMGhsb4fP5+MPE8/PzmJychEaj4TMDdrs9pdrtfDgDAMQOALgSoFwOAAoLC/Hoo4/i5Zdfxssvv4zHHnsMjzzyCAwGA7xeL+6++27ceOONOHHiBA4fPhyzkxzJXBQAECKzdJ4BSKTFpxhyBQAMC8xtMhh9cQLL6x4AwPsuNkGler07kLDe/yAPLScaADAMg6GhIczMzKCpqQnNzc2SLQiF9xKeHYh0dkDYWUiv12fcbnsulgAdZKccrVaLsrIylJWV8QtVrlxoaGgILMvCaDTywYDVak1oc4BKgPb+xrIsC4PBkK7bSjuNRoO77roLH/jAB/jX0ODgIF5++WX09/fjxRdfxA9+8AOYzWYcOXIEN910E770pS8d9G2TBFEAQEgE2XYGIBgM8rvlWq1WVIvPRK4tlUCQwfdeHMVTr05iwx0AsNf/XAFg3bWLQJCBAixf73/48GE0NDSI/nnIlQEQG1T4fD709PRgfX0dJ0+elKVXeKTnF+3sgMPh4Ls/FRQUoLi4GHa7nbIDMkpnBiAW4WHiuro6BINBrK+vw+l0Ym1tDTMzMyGHicUEibneBlRMAOB2uwEgpzMAS0tL+OlPf4q7774bWq0WNpsNzc3NuPHGG7G2tobl5WWMjo6ir68Pv/rVr/Dqq68CENdClWQOCgAIkZlareYn1Mqxe6ZQKODz+XDlypWEdsvF4A7VSrGoCQQZfPnyq3htdGXfv7EA/p8XRjE6v46bGll4d3dw9uxZlJSUJHy/BzUJ2OVyobOzE8FgEOfPn4fFYpH0PgDxgWl4dmBzc5PvIjM3N7cvO3CQHU1ybUEppo3kQVCpVCguLubP0Ozs7PCvCWGQyJ0nsdls+/6OUAZg7/ccAEwmU1ru6SDMzs7innvuwV/8xV/gne98J/7H//gfuOGGG2AwGGAwGFBXV4eOjg4AwMrKCra2tgDEPztBMgsFAITIjPujGAwGJX/z9Pv9mJ+fB8MwMbvjJEt4WDfVP+7fe3E04uJfqHN8DQbo8T9vu5RUiv2gzgCsrq6ip6cHBoMBHR0dKCgokPQehBJ9ftwur81mi5od0Ov1fDBgtVrpjTwFmZIBiEev1+87TMyVC83Pz/PDyrjsgNFozIsAQKlUxvz5cRmAXG4D2t7ejrm5OTz++OP4/ve/j/e85z2orq7Ge97zHvze7/0ezp49y3+ucH5FNrzuyesoACAkAqlLgIC9N5dUJgqH297eRldXF98CVOrFPxB676ksCgNBBk+9OiXqc/uWgtAVJNYth5PuMwDCswqVlZU4fvy4rItnKX6+kbID3MIv3dmBXDwDkI0LofASMp/Px3cWmpubw8TEBDQaDYLBIFwuF3w+H7Ra7UHftuTETgEGcjsDAACVlZX42Mc+hj/4gz/A4OAgnnzySfz85z/Hf/3Xf6GlpQXvfve78Y53vAOHDh0CkHuZvHxAAQAhMuPeUKRsBbqwsIBr167BZDKhsbER/f39snToCB/YlayBGSc23OKmIW+4fRiYcaKtIfFBM3IFAJGuyTAMrl27hvn5+YTPKqRyL1IumoXZAWCv/V94WYjc2YFcWzhkYwAQTqvVory8HOXl5WBZFi6XC06nExMTE1hZWcHKygqMRiNfLmSxWHIiMyAmS5svAQCw995lsVhw4cIFnDhxAh/+8Ifxyiuv4Omnn8Y3vvENfPvb38aFCxfwtre9jW8TSrIHBQCEyEy4i54qYYeZuro6HDlyBE6nk/+3TA0AXDuRB5VJ9fkcboEs5SIs0qLb6/Wiq6sL29vbOHPmTM688RUUFETMDgjPDggPjeZyGUSyciEAEFIoFDCZTDCZTJiamkJjYyP0ej0cDgdWVlYwPT0NlUq1bzJxNkokA5DLh4AjMRgMOHLkCI4cOYL3ve99uHr1Kn7xi1/ghRdewBNPPIH77rsPn/zkJ3O+TCyXUABASARylQClYnd3F93d3dje3g7pMCNXiRHwegCQ6r0b9YmVCyT6+RzufqVchIUfAt7a2kJnZycUCgUuXLiQ1p3ARDoSpUqYHWhubg6ZQEtnB6LLtQBAiGEYaDSakMPEHo+HLxcaHx/HyMgI9Ho9HyRardasGR4mZhPF7XZDrVanNE8hGzzzzDP46le/iunpaVRXV+OjH/0oPvCBD0CtVsNsNuOGG27ADTfcAIfDgcceewyNjY0HfcskQdnxW0lIFpMiAHA4HOjp6YFard636JQywxCOu3aqi86WWjusBp2oMiCbUYeWWntSX4dbeElZJiPMACwtLaGvr4+frpyLddDRhE+gjZYdEE4ljofOAGQPhmHAsuy+3d3CwkIUFhaiurp6X8cp4WFi7nVhNBoz9vsjNgOQyzMAAODnP/85PvGJT2BychK1tbV49dVX8eKLL2J5eRmf+tSnALxeLlVUVIRPfOITABDx9UEyFwUAhEQhVb11Kgt04SHTsrIynDhxYt9umlRlOpFIdW21Sol3ttfhsV+OxP3cWzoaoFYlP7kYkLYcitt1Hx0dxfj4OGpqanDs2LEDeaOTo8tRMmJlB4S7wGKyA5m6GExWrvbK5153sV734R2nfD4f/7qYmZnB+Pg4tFptyGTiTAqixQQALpcro4MYKTzzzDNQq9X4+c9/jvPnz2NtbQ2f+cxn8PWvfx3XXXcdzp07F9Itifu+5fL3JBdRAECIzJRKJZRKZcIBQCAQQF9fH5aXl2O2+JQzAyBVCdDu7i5qNA5olIA/RizRfrgMH7i+OemvI0cGgGVZBAIBTExMoKWlBbW1tZJcN5feLBPJDnADp3JVLmcAgNgBQDitVouKigpUVFSAZVlsb2/z5UKDg4NgWRYmk4kvFzKbzQe6gywmAPB4PDmfAejv78f111+PN73pTVAoFKipqcE//uM/4rrrrsPVq1dx7ty5kNc5lf5lJwoACEmDRCfqci0+A4EA2tvbUVRUFPPaQOaWAK2vr6Orqwszm68v/vVaNXZ8r3dFshl1uKWjAR+4vjnp3X9A+mzIzs4OpqamwLJs3J9DOmRKBiCWaNkBh8PBZwcKCwtht9v5AXm5JFfLIJIJAIQUCgXMZjPMZjPq6+sRCAT4ycTLy8shh4m5cqF0B4rBYDBubb/b7UZhYWFOBnmcjY0NnDlzhs9++v1+VFdXw2azweFwAEj+dUAyBwUAhEQh5WIrkQBgcXER/f39MJlMooZKpSMDkMwijWVZzM7OYnBwECUlJfj59A4AF/RaFf7zT9+Cn73wKlilFscON6Gl1p7Swp/DvSlLsajkAheFQgGFQnHgi39OpgcA4cKzAxsbG3yNOAAMDw9jdXU1Z7IDlAEQR61Wo6SkBCUlJWBZFjs7O3y50OjoKBiG4QNFbjKx3DvNiZQA5bKdnR2+bbVSqeSDIu4ciPBvUC6+1vMFBQCEpIFKpYo7B4BhGAwPD2N6ehq1tbU4evSoqDdbOc8AcIvfRK/NMAwGBgYwNzeH5uZmKA3F6P3hCwCAt52pg8WgQ2OJHjqdDieS6PcfjbALUCrm5uZw7do1FBcXo7S0FAMDA1LcXsqy/c1WqVTyC7rm5mY899xzKC8vh9/vD8kOcDvA2dhZiAKAxCkUCv4wcU1NTUigyA0jUygU/IA6u90Og8Eg+fdZ7ByAXC8BUqlU+Id/+Ac8+uijOH36NNrb23HLLbdgZWUFTU1NOfn6zkcUABCSBvEyALu7u+jp6cHW1hba2tpQWVkp+toKhSKpMwZiJVq+tLu7i66uLrhcLpw+fRplZWX42pNdAAClAnj3hYa9/y3T0C4g+WCIZVkMDw9jamoKDQ0NOHz4MJaWliSfLcDdI/d9FbuoyoYSoETZ7XaUlZXxiz5uF3h2djYrzw5QAJA6YaAI7M3d4LJG09PTGBsb4w8TcwGBFC2Q6QzAnoceegjPPfccXn75Zbzyyiv46U9/ir//+7/Hzs4O/u7v/g5DQ0M4e/Ysjhw5gqampqwL0skeCgAIiULqWQDRFtFOpxPd3d0RW3xKcf1UJbJQX19fR3d3N1QqFS5evAij0Qjn9i5+1TcHALh4rALlNkPC103kXoHkMgB+vx89PT1wOp04ceIEqqqqAEi/684FE1z9O7dg5Lpq5Gttbfiib2dnh1/0hWcHuM5Cmfi9ogBAejqdbt9hYi5QHBgYAMuyMJvNfEBgMpmSuk+xbUC512iuesMb3oDrrrsOu7u72N7exuTkJF566SX09vbi5Zdfxle+8hUoFAocPnwYTU1NeOSRR2CxWA76tkmCKAAgJA0iLdC5Fp8jIyMoKSnBiRMnkt7FkjMDIHahPjs7i4GBARQXF6OtrY1/Lk+9OoVAcG9B/r6LTSHX9fv9kt8rkHgGwO12o7OzE4FAAB0dHbBarfuuKcXCjlv4cz8rlUq172Pc1+T+E8qlDAD3PKJ9T/V6/b6zA9xh4kzODlAAIC/hYeKGhgb4/X7+MPHi4iKmpqagVqtDJlbHO0fFETsILNczAMDez5kryyorK8P58+f56c+Tk5O4du0aurq68Otf//qgb5UkiQIAQtIgPAAIBALo7+/H0tISDh8+jIaGhpQWDSqVSrZuKvGyC8J6/6amJjQ3N/PPZdcXwE9fmwIAHKm24WiNjX+cnCVAiSyS19bW0NPTA71ej/b29n2LBWFZUSqLH26Rzy341Wo1f76CywaE/2/u6wt7bucjYXbg0KFDGZ0doAAgvTQaDUpLS1FaWgqWZUMmE4+OjmJ4eFj0uZJ4GQCWZeF2u3P+EHAkCoWCnwDd0tKCW265BT6fD+Pj4zCbzQd9eyQJFAAQEoWUb+JqtRpe794UXJfLha6uLvh8PslaSx5UCdDu7i66u7uxvb2NU6dOoby8POTfn++Zw5bHBwB438XGkO+pnCVAYq7LsixmZmYwNDTED1mL9OYvxWwB4eKfu0/uutw9C1uuCv8TZgeEH8+0hViiUvl+xssOcO0kuR3gdGYHKAA4OAqFAgaDAQaDATU1NQgGg/xMCuG5EqvVygeU3GFi7neNzgDEx73GtVotjh07dtC3Q5JEAQAhacAt0JeWltDX1wej0Yhz585JtjCRuwQo0rU3NjbQ1dUFlUoV8ewCw7D44W8nAAAlFj0uHasI+fdkugvFI/YQsDBrcejQITQ2NkZdtKUaAHALeG5CbLwFlLD0RxgAuFwuOBwOGAwGvqMUnR2InB3gFnxjY2Npzw7k6iRgYUYqW6hUqpBzJbu7u3x2YGpqCmNjY9DpdLDb7XwNu5gSICkzAC6XC/fffz+++93vwul04ujRo/jsZz+LO++8M6Hr3H///fibv/kbHD9+HP39/ZLdXyTZ9Bog0VEAQEgaKJVKuN1udHd3o6amBseOHZN0ESJnBiBSeRFX719UVISTJ09GPLtwdWwFc2suAMC7zzdAFdbn/6AOAft8PnR1dWFra4vvUhRLsgGA8KAvt2Of6Bsn93ycTicfOHLtYcPPDnAtWyOdHchkUi8m9Ho9qqurUV1dHTM7INewqVzOAGR7KVpBQQEqKytRWVkJlmWxtbXFl5ItLi4CAEZHR1FaWgq73Q6z2bzv+UodANx66624cuUKHnzwQRw+fBiPPfYYPvjBD4JhGNx1112irtHd3Y1/+Id/iPu3jBAhCgAIiUKqNzqv14ulpSX4fL6Q7jJSkvMMgHChzjAMBgcHMTs7i8bGRhw6dCjq9+kHL48DAPRaFd5+ti7mdaUSLwOwvb2Nzs5OsCyL8+fPi6pdTaa1qHBxzk2GTfb1NDMzg+HhYVRUVKClpSVidkDYUUhYqiEMCvJRtOyAw+EIGTYlVXZAWOKVa3Kh7ExIoVDAYrHAYrGgoaEBm5ubuHr1KvR6PRYWFjA5OQm1Ws2/fhiGQUVFhaQlQE8//TSeffZZftEPADfccAOmp6dx77334o477oibkQgEArj77rvxkY98BD09PVhbW5Pk3kjuowCAEBlxbTEZhoFGo5Fl8Q/IfwYgGAzC6/Wiu7sbW1tbEev9hSaWNtEzsfdG9LYzdTAU7M8QpPsQ8PLyMnp7e2E2m3Hq1Cl+umU8ibYWDT/sm+zin2EYjIyMYHZ2Fs3Nzaivr993hgIIPTvAlRoJAwEgM0uFDqKbkTA7IKwPlyo7EK+zUTbLtQAgHPcza25uhl6vh8fj4UvJrly5gj/4gz9AbW0t6urqMDY2ht3dXdHdhaJ58sknYTQacfvtt4d8/O6778Zdd92FV155BZcuXYp5jQcffBBOpxN/8zd/g3e9610p3Q/JLxQAECIDlmUxPT2N4eFhFBcXw263Y3x8XLavp1Qq4fP5ZLu21+vFSy+9BKVSKWpWwY9e3qv9Fw7+inRdOQKA8LMFLMtiYmICo6OjqK6uDtlFF3tN7jrxRKr3T2Yx6Pf70dfXh/X1dbS1tYlK7Uc7OxB+kFj4uZmwoDuoxbKwPjxadsBgMPAHicVkBygAyF7C1rzCw8S1tbU4fPgwvvOd7+Cpp57C008/jS9+8Yv46le/ije96U14+9vfjjvuuAMVFRVxvsJ+/f39OHbsGNTq0KVYW1sb/++xAoCBgQF8+ctfxhNPPJGXnYlIaigAIERiwhaf3AHThYUF2XboAXlLgHZ3d7GxscHX+2u12pif79zexS9/N/jrgmDwVzg5AgDuutxCLBgMor+/H4uLizh69Cjq6uoSXpyJDQASPewbzc7ODrq6uuD3+3Hu3LmkBuyIyQ5EajOaywu8eMKzAxsbG3x9eHh2IFpveQoAshf3+xCp5KawsBC33norTp48ie9973v4wQ9+gJWVFfzsZz/DX/3VX+Hs2bNJBQAOhwONjY37Ps4dWnY4HDHv98Mf/jBuvfVWvPOd70z4axNCAQAhUSTzJu5yudDd3Q2v14tz586huLgYwOsDn+R6E5WjBIhhGAwNDWFjYwMFBQU4d+6cqO+JcPDX+wWDv8LJGQAwDIPd3V10dnbC4/GE/CwSFS8AkOKwL2djYwPd3d3Q6XTo6OiQtEuUMDsQrc2o8HNzebEXj0ql4hf6kbIDw8PDMBgMIb3lhYEnBQDZR5gBiMbl2mtq0NjYiPe+9734oz/6IwQCgZR+3rEeG+vf/vEf/xGjo6P40Y9+lPTXJvmNAgBCJMK1+DQYDLh06VLI4o1L8QaDwawIAIT1/sXFxfD7/aLe5Lz+YNTBX+GECyYpKRQKuN1uvPzyy3yL0lTS47FmC0h52HdxcREDAwOw2+04ceLEvrIAqUQqFRIzhEzq1202TTSOlB1wOBxYW1vDzMwMnx3gJkhTAJB9uL/NsX52brcbAEJKIFP5PS0qKoq4y+90OgG8ngkINzMzgwceeAAPPvggtFotNjY2AOxln7nOVzqdLmOmY5PMRAEAISliGAajo6OYnJxEdXU1jh07tm8Xifv/g8FgxJaZqZJyN31zcxNdXV1QKBQ4f/48lpaWsLq6Kuqxz/fM8oO/3nsxem994T1L3TaRG/Blt9tx6tSplL/f0TIAUh325c4oTExM8PXG6VpARisVEnYVkrvNaLYtloXZAQD85FmHw4GJib2zL4ODgygtLUVRUREsFktOLJzzIQAQMwMAQNwzUGKdOHECly9fRiAQCAkk+vr6AACtra0RHzcxMYGdnR186lOfwqc+9al9/26z2fCpT30KX//61yW5T5KbKAAgJApRO95eL3p6erCxsYHW1lZUV1dH/DxhACAHqTIA8/PzuHbtGmw2G1/vv7KyIiq4YBgWP3j59cFf1x2LXRMr7K4jxSKQZVmMjIzA7/fDarXi7NmzkixYIgUAUh32DQaDGBgYwPLyMo4ePYqampqU7zcV0Q4SU5vR6AoLC1FYWIjq6mq4XC68+uqrMJvNWF1dDckOxDo7kA3yIQCI9/y4AECqNqDvf//78c1vfhOPP/447rjjDv7jjzzyCCorK3H+/PmIjzt16hSef/75fR//0z/9U2xubuI73/lO1PciQjgUABASg0KhiFqqwLX45DrjxOopzwUA3ARXqaUaADAMg+HhYUxPT6O+vh6HDx8O2R0Wc+14g7/CCReaqS4sAoEAent7sbq6Cq1Wi+LiYskWK+EBgFSHfX0+H7q7u+F2u3Hq1KmkzyjIJdvbjB4E7rnX1dXBZDKFZAfCzw5kW3YgHwKAeOU8brcbWq02biMEsW6++WbcdNNN+OhHP4qtrS00Nzfj8uXLeOaZZ/Doo4/yv3v33HMPHnnkEYyPj6Ourg5WqxVvfvOb913ParUiEAhE/DdCwlEAQEiCuBKToaEhFBcX48SJE3HfEDI5A8AtRDc2NtDW1obKysqQfxdbXvTDOIO/wsWqrU+Ex+NBZ2cnfD4fOjo6cO3aNUkPFwsDAOHh2VTq/V0uF7q6ugAA7e3tWdHCL152IPwgcbzsQDadARAr/BCwMDsgPDsgzA5wrUgzPTuQDwGAmAyAVLv/nCeeeAL33XcfHnjgATidThw9ehSXL1/GnXfeGXJv3O8aIVKhAICQBAQCAVy7dg2Li4tobm5GU1OTqEWg3AEAd6A20Tdprt4fQNQshpgAYHJpE92/G/x1U5TBX5GuC6QWADidTnR1daGgoAAXL16EXq+X/HAxd5/CN+FUFv8OhwO9vb0wGAw4deqUZLuJ6SRldiDbzgDEEqsLUKSzA9ygqWzIDnDDDHMVwzBxzwC4XC4YDAZJX7NGoxEPPfQQHnrooaif8/DDD+Phhx+Oe61f/vKXkt0XyX0UABASg7AEyO12o6urC16vF2fPnkVJSYno66QjAwAktku3sLCA/v5+WK3WmAtRbhJwLD8UDP56z/nIg78iXZe752TMzs5iYGAApaWlIV1zwgeBScXtdsNisfCDgpIxOzuL4eFhlJWVoaWlJe6CI1skM4QsFyXSBpTLDtTU1MTMDnABgdjJ1XLJhwxAvN9Hj8cjeQaAkINCAQAhIiwvL6Ovrw+FhYW4ePEiCgsLE3o8twMqdwAgpo5VWO9fV1eHI0eOxHxj52YYRDusu769i1/2zQP43eAvu7g3yGQDAG4+wczMDJqamtDc3BxyX1JmALjnXVhYiOHhYUxOTqK4uBglJSWw2+2iWwByB5RnZmbQ2NiIxsbYHZKymTA7wP1sIw0h8/v9ABBSUpXtkp0DEC074HA4MDIywk8lPsjsQK78jKIR2wVI6gwAIQeFAgBCYuAWbhMTE1FbfIqlVqtlLQEC4mcY4tX7x7p2tBT5U1emEAjuLfRiDf4Kx72JJhIA+Hw+9PT0YH19HSdPnow4fVOqlqjCGvcLFy7A7XZjbW0Na2trWFhYgEKhgM1mQ0lJCYqLi6MGhYFAAH19fXA6nThx4gTKy8tTvrdswb12woeQBYNBzMzMANj7veAOx2f7EDKpBoFlYnYgHwKAeN9Ht9udFed1CBGDAgBCYujs7MTq6iqOHz+ecotGOab1Cq8NxF5Mb21tobOzEwBw/vx5WCwWUdcWBhfhAYDXH8TTV6YAAIerrDEHf0W7rtjFusvlQmdnJ4LBYMz7j9W5SaxIh33NZjPMZjMaGxvh8/n4YGB8fJyv3y4uLkZxcTE/GXZnZ4efDH327Fl+UFS+4rIzg4ODcDgcaG1thdlsTvsQMrkI710qYrIDRqORDwjkyg7kQwAg9gwAIbmAAgBCYqipqUFjY6PoxXIs6QgAol2fq/e3WCw4depUQjuGsYIL4eCv910SdyCak0gAsLq6ip6eHhgMBnR0dMTslpJKBkDsZF+tVovKykpUVlbykzdXV1exurqK6elpqNVqmM1mbG5uQqfT4fz58zSVE6GtT8+cOQOb7fWAMfwgcTqGkEmNCzzlvMfw7MD6+jqcTidWVlZkzQ5QAEBnAEhuoQCAkBjKysokW7SrVCrZ5gBEKwFiGAYjIyOYmpoSVe8f69rhi+pEB3+Jva4Qy7KYmprC8PAwKisrcfz48bhv0slmAIQ70Il0+lEqlXwrxyNHjsDtdmNychKLi4sA9hYNfX19fKmQ0WjMyxpij8eDrq4uMAwTsfVpLgwhk6oESCyVSsVnnQ4dOoSdnZ2I2YGioiLY7faUsgP5EACIaQNaWlqapjsiRF4UABCSJukuARLWy584cQJVVVVJXTvaQr1zPLHBX2Kvy2EYBv39/VhYWMCRI0dQX18vekGe6PdZ2LWGu0YyiziWZbG8vIzFxUU+e7S+vo61tTVMT09jbGwMBQUF/KLNbrfnTCegWDY3N9Hd3Q2dTodz587F3ZXO1iFk6Q4AhBQKRcTsgMPhwPLyMp+ZEk4lTiQ7kA8BgNhDwITkAgoACIlB6lredJUAbW9vo7OzEyzLJlTvL+banB+8lNjgr3CxAgCv14uuri5sb2/jzJkzCe26JdoGNHyyL/dfohiGwcDAABYXF3HkyBHU1tYC2MsilZWVgWVZbG1tYXV1FWtra5ibm+OzB1x2IJMHQSVrdXUVvb29sNlsaGtrE905SSjZNqPpXrAeZAAQTpgdYFk2ZCpxeHagqKgIZrM55vcr1wOAeHMAWJalQ8Akp1AAQEiayBkACNuMLi4uor+/H2azOeF6/2jXBkIX6skM/goXrQsQd1hZqVTi4sWLCb/hJtIGVHjYN5UdZC7bsr29jVOnTkWcEaFQKGCxWGCxWNDc3Izd3V3+IPHw8DAGBwdhNBr5YMBisWTEQjIVc3NzGBoaQkVFBY4dOybJAlJMduCgDhJnUgAgpFAoYDAYYDAYks4O5HIAwAWRdAaA5BMKAAhJE5VKBZ/PJ9v1FQoFFhYWsLa2htraWhw9elTSBZdwof7D3yY++CvS/YYf2F1aWkJvb2/c4WTx7jdeBkDsYV8xuAFxLMuivb0dJpNJ1OMKCgpQXV2N6upqfkG2traGxcVFTE5OQqPR8Du4RUVFWTWFlWVZTExMYGJiQva5B+HZAeF/0bIDci1kMzUACBcpO8CdHRgeHgbLsiHZAZPJxP+e5CLu74GYEiDKAJBcQQEAITFI+UauVquxs7Mj2fWEfD4fWJblWytWV1dLdu3wEqD17V38svd3g7+Oih/8FQm3W8+yLMbGxjA+Pp5y8BLvELCUi3+Hw4He3l4YDAacPHky6WyLcEHGHSTmSoX6+vqgUChgtVr57EAm70IyDIPBwUEsLi7i2LFjkr4W44lUKiQMBuTODkQblpfJhNmB2traqNkBANjY2IDFYjnwqcRS4/62UQBA8gkFAISkiVwlQMJ6/5qaGskXXOEZAOHgr/ddakz52oFAAN3d3VhZWUFLSwtfO5/KNaNlAIQL/1QX/1x5S2lpqajuRGIpFAoYjUYYjUY0NDTA5/PB4XBgbW0NExMTGBkZgV6v54MBm82WMTuzgUAAvb29/KC2SKVQ6RKpVEju7EA2BgDhImUHVldXMTExgfn5eczNzSV0diAbiAkAAoEAdnZ2Mjr4JiQRFAAQkiZyBABLS0vo6+uDyWSCQqFIqmQmHu5QLMMw+wZ/Hauxp3ztqakpMAyDc+fO8cOOUr1mpAxA+GHfVDr9jI6OYnp6Gg0NDWhqSmz+QaK0Wi0qKipQUVEBhmGwubmJtbW1kKmwRUVFKCkpSdtU2Ei4g9u7u7s4d+6cJLMzpBSrzahU2QHutZUruOyAWq3GxMQE2tra+EyjMDvAzR2w2+1ZmR0QEwB4PB4AoAwAyRkUABASQ6Z2AeIWoRMTE6ipqcGxY8fw29/+NukBWPFw9/58z1zSg7/Cra+vw+v1QqvV4uLFiygsLJTkXiNlACIt/pMRCATQ39+PtbU1HD9+HJWVlVLcsmhKpRI2mw02m43v+86VCg0MDIBlWZjNZj47wAWGcnO73fzB7Y6ODsl+lnKJd5A42SFkuZABiIT7fdJoNDCbzRHPDgwNDYFlWZhMJj4gyJbsAPezjnWvbrcbAAUAJHdQAEBImkg1CMzv96OnpwcOhwPHjx9HTU0Nf305uwwFgkH+8G8yg7+E5ubmcO3aNahUKlRVVUm6YBRmAKSs99/d3UV3dzd2d3dx9uzZkCm2B0Wv16O2tha1tbUIBAJwOp1YW1vD7OwsxsfHodPpQg4SyzFzYH19Hd3d3TAYDEkf3D5oUg0hy9WDssLnzgk/OxAIBPipxJGyA0VFRRn72hCTAaAAgOQaCgAISRMpFugulwudnZ0IBoM4f/48rFarpNePRqlU4trsFmZXkx/8BewtkIaHhzE1NYWGhgasra1Jfat8BkBY2pHq4n9rawvd3d1Qq9UZu8OtVqtRWlqK0tJSsCyL7e1tPjswPz/PZw+47IBer0/5ay4vL6O/vx9FRUU4ceJETgw1S2UIWa5nAGIFN2q1GiUlJSgpKYmZHRCeHciU7xUFACQfUQBASJqoVCp+AZHMLuHy8jJ6e3thMplw6tSpfUOj5AgAAkEGAzNOjK0FcHV+CcDe4K+3nUl88BeXuXA6nWhra0NlZSWcTqfkZUvceQWpDvuurKygr68PVqsVbW1tWdGOU6FQwGw2w2w2o6mpCV6vl585MDo6iqGhIRgMhpCZA4m+JmdmZjA8PIzq6mocPXo0YxZzUktkCJlcAfhBE56NECNadsDhcGBxcRFTU1MZlR3gnl+sAMDl2tv8oACA5AoKAAiJQeozAMDeIiGRxZawRWZ1dTVaWloiPl6pVEq2AAkEGXzvxVE89eoUNtzekH+rLTWjQJvYTi9XIx4IBNDR0cFnLsT07E8Ud02/3w+1Wp3SYd+pqSmMjY2hqqpKsrkKB0Gn06GqqgpVVVVgGIafObC8vMwvxrhSoeLi4phBjvAQdHNzM+rr63N28R8uVnYgGAxic3OTn/eR7iFkchKzQI4l07MD3N/kWF+TywCInfNBSKajAICQOOL1lReL66UdDAZF7yL7/X709vZibW0tbotMqQaNBYIMvnz5Vbw2uhLx34fn1vE3//cK7ruzHWoRZUBra2vo7u5GYWEh2tvbQzIXUgcALMtCp9MhEAjghRdegN1uT6rkhetlv7CwgMOHD6O2tjZnFrlKpZJfaB0+fJhv87i2toZr166BZdl9MweEU5v7+/uxsrKC1tZWVFQkfw4kF3DZgWAwiIGBAWxsbOD48eP834x0DiGTk5gSILEyMTsgdgowAGoDSnIGBQCEpEn4QK14hPX+HR0dcQ+dSlUC9L0XR6Mu/jlXRpbx/V+P4c43HY76OSzLYnp6GsPDwygrK4tYIy5VACA87Guz2fDGN74RDocDq6urfMmL0WjkdyFj7TBypUpbW1s4derUgfayl5twMVZfXw+/38/PHJiamsLo6CgKCgpQUlICq9WK2dlZuFwunD59WpKWrbnA7/eju7sbLpcLZ8+ehdVqPZAhZHJKtAQoEeHZAbfbzR9mT1d2QEwA4HK5UFBQwG/kEJLt6JVMSJokEgCsrKygp6cHRqMRHR0d++r9I5FiMR0IMnjq1SlRn/vUq5P4wPXNEbMADMNgYGAAc3NzOHToEBobGyO+aUtxz5E6/eh0OlRWVqKyshIMw/ALisXFRUxOTkKr1aK4uBglJSWw2+38m7rb7UZ3dzeCwSDa29vzLt2v0WhQXl6O8vJysCzLzxxYWVnB7OwsAMBms2FnZwe7u7uiXpe5jJt94PV6ce7cOf71Eq1USHgoPZk2owdFygxALMIheLGyA9zMAamyA2ICALfbTbv/JKdQAEBIHFKVAIkJAIT1/lVVVTh+/LjoN10pMgADM859Nf/RrLu8GJhxoq2hOOTjPp8PXV1d2NrawunTp1FWVhb1Gtwk4GSJmeyrVCr52vYjR47A5XLxJS8LCwt8d5zCwkIsLCzAYDDg3LlzWTnQSEoKhQJWqxUqlQoLCwvQ6/WorKzE5uYmhoeHMTg4CJPJxJcKZVJXl3TY2dnB1atXAQDt7e0xO0Ml0mY0E7MDXOOCdP98I2UH5Dg7IOZcFhcA5NNrnOQ2CgAISRMuAIi24A0EAujt7cXq6ipaWlpQU1OT0JuNJG1GdxI7QxD++dvb2+js7ATLsrhw4ULcHfRUMgDJTPZVKBQwmUwwmUxobGzku+PMzs7C4XAA2FvszM7Oxi0VygcOhwM9PT0wm804efIkf3YlGAzyWZX5+XlMTEzwWRVu5kAul0pw5XkajQZnzpxJKFiUawiZnDJhwrEwO1BXVxcxO6DRaEKmEovNDlAGgOSj3P0LTUiGiZUBcLlc6Orqgt/vR3t7O+x2e8LXl6ILkFGfWDpd+Plcm1Kz2YzTp0+LevNNNgCQarKvVquFx+PB9vY2amtrYbfbo5YKyTVIK1MtLi7i2rVrKC0tRWtra8j3WKVS8TuzR48ehcvlwtraGlZXV7GwsACFQgGbzcZ/7zJxbkKyNjc30dXVxQ8+S7UtrFRDyOSUbOtiOcXKDgwODiaUHUgkADjoQIgQqVAAQEgcUv3B5968wxfpKysr6O3thcFg2NclJxEqlSrlevqWWjusBp2oMiCbUYeWWjtYlsXExARGR0djtimNJJkAgDtMmWpZQjAYRH9/P59xqaqqAgB+QcGVCnGLWqVSCbvdzi9qc7X+Xdj+tK6uDocOHYr5PRZmVRoaGuDz+fiZAxMTExgZGUFhYSFfKmS1WjNuMSkWlxGxWq04efKk5AFhKkPI5JSJAYBQtOwAF8zHyw4wDCMqAKAZACSXUABASBqp1Wo+ABAunKuqqtDS0pLSgoIrAUplGqlapcQtHfX4r+eH437uLR0NUIBFb28fFhcXcfToUdTV1SX0tbnpqWJEOuyb7PPc3d1Fd3c3dnd3cebMmX0Zl2ilQqurqxgZGcHQ0FBO1r+zLIuhoSHMzc3hyJEjMdvORqPVakMOYG9sbPDfu+npaf4QJ1cudJADoBKxvLyMvr4+lJWVJXQ2JxWJDCGTs82omAVyJhGTHTCbzXxAEAgE4gb0UpcAuVwu3H///fjud78Lp9OJo0eP4rOf/SzuvPPOmI974okn8L3vfQ9XrlzB/Pw8ysrKcN111+Gv/uqvcOjQIcnuj+Q+CgAISSNukR4IBNDX14eVlRUcO3ZMkj7zwl3DVN6sb3/DIbw2uozhuY2on9N+uAzvOleNV155BR6PB+fOnUNxcXHUz49GbAYgvKViKov/7e1tdHV1QaVSob29XdSbunCQVrT6dy4YyNZSoWAwiL6+PjgcDrS1tcU8vC0WlzWx2+38zAEuGBgYGADLsrBYLPz3zmg0ZmQgNTc3h8HBQdTU1ODIkSMHco/C7AD3OxOeHZDrIHEmnAFIVqTsgNPphMPhwMLCAqampqBQKKDX67G0tBT17IDb7YbZbJbsvm699VZcuXIFDz74IA4fPozHHnsMH/zgB8EwDO66666oj/u7v/s7lJeX47777kNjYyNmZ2fxla98BWfOnMFvf/tbHD9+XLJ7JLmNAgBC0kilUmFnZwe//e1v4fP5kq73j0S4U5jKAlStUkKvjfynwWbU4ZaOBry1tRhXXn0FKpUKFy9eTHpnTEwAkMxh32hWV1fR19e371BrIsLr37e3t/muQvPz8/yil1vUZkOpkM/nQ3d3NzweD9/LXg6FhYWora3lWzxyMwdmZmYwNjYGnU7Hf9/sdntGBFKTk5MYGxtDY2Nj1Ha26cb9rgt/54X/SZ0dyPQSoESo1WqUlpaitLSUzw5wrX+F2QHu7IDJZIJCoYDb7UZlZaUk9/D000/j2Wef5Rf9AHDDDTdgenoa9957L+64446or/0f//jHKC0tDfnYjTfeiPr6enzta1/Df/7nf0pyjyT3UQBASBxSvuEzDIO5uTkYjUZcvHgxoem08QgPGadyMHFiaRPdE2sAgFva63Hd8UqMT81ie8OBu95zI1aWl9B59TXY7fakF9GceAFA+OKf+y9RLMtiZmYGIyMjqKysxLFjxySbamo2m2E2m9HU1ITd3V1+hzu8VWZJSQm/mMgkHo8HXV1dYBhGdEZECmq1GmVlZSgrKwPLstja2uK/d3Nzcwd+5oJlWYyOjmJ6ejrpcqh0iVQqJOUQMi7rlmu47IBKpUJ5eTlqamr47MD8/DwmJyfxta99DXq9XtLvwZNPPgmj0Yjbb7895ON333037rrrLrzyyiu4dOlSxMeGL/4BoLKyEtXV1fysDkLEoACAkDTg6v13dnZQWFiI8+fPS767meik4Wie+M0YAECpVODW65pRZiuEWeHC+LgT42OjmJycRF1dHY4cOZLyG2KsAECqw74Mw2BoaAjz8/M4dOhQwucUElFQUIDq6mpUV1fzpUKrq6t8qZBOpwsZQHbQO9xcR5uCgoIDnX2gUChgsVhgsVhCAqm1tTX+zAU3ybm4uBgWi0XWQIphGAwODmJxcRGtra2oqKiQ7WtJTY42o2L65GezYDAItVq9LzvgcrnQ0dGB//7v/0ZfXx9+/etfo6+vD+985ztx88034+zZs0l9X/r7+3Hs2LF9rXLb2tr4f48WAEQyMTGB6elpvO9970v4Xkj+ogCAEJkJ6/0NBgPMZrMsCz/hDmCyVjY8eKF/AQDwhuOVKLO93r4xEAhgamoKra2tqK6uTu1mfydSACDlYV+/34/e3l5sbGzg5MmTEXfP5CIsFWJZli8V4gICYalQSUlJ2hffq6ur6O3thc1mQ1tbW0b17Q8PpIQdXSYnJ6HRaEJmDqTailOI6w61traGkydPoqSkRLJrHwQp2ozmUglQJJECHK4RwF/+5V/i/vvvR2trK66//noUFhbiG9/4Br7whS/ggQcewBe/+MWEv57D4UBjY+O+j3PloNxMEjECgQDuueceGI1GfPrTn074Xkj+ypy/+IRkqFR2Gj0eDzo7O+H1enHu3DnMzMyk3KozGikyAD94eQIMs9eV59brmgHsPYfJyUmwLIvz58/DZrOlfrO/o1AoQr4fUh729Xg86O7uRiAQQHt7u6QH+BIlplTIbDbz2QG5S4W4Q61SlkPJRaVShUxydrvd/Peur6+Pn1gsnDmQ7PcuEAigp6cHW1tbOHPmjKSv9UyQbJvRXC0BAl7/myOmDej58+fxqU99CizL8meJkhWvta4YLMvinnvuwYsvvojHH38cNTU1Sd8PyT8UABAik9XVVfT09KCwsBCXLl2CXq/H/Pw8fL7Epu2KlWoAsOXx4WdXpwEAp5tK0FRhgcPhQHd3N39tqQ+HchkArhUotxjh/i3Zhdz6+jp6enpQUFCAjo6OjDuIG61UaG5uji8VkuMwLMuyGB8fx+TkZEYdahVL2NGlvr4efr+fLxWanJzE6Ogo9Ho9/72z2WyiF64+nw9dXV3Y3d3FuXPn4k6xzgVi24wGAgGo1eqQ381cwWUcE5kDoFAo+HKdZBQVFUXc5Xc6nQAgqjEEy7L4wz/8Qzz66KN45JFH8N73vjfp+yH5iQIAQiTGsiwmJycxMjKCiooKtLa28m8uarUaOzs7snzdVAOAp69Mwevfe+xt1zVjZmYGg4ODKC0tRXl5OXp6eiTvBx7p4GIqh30BYGFhAQMDAyguLkZra2tGlbZEEl4qFOkwLNc3P5VSIYZhMDAwgKWlJRw7dkyyMq6DpNFoUFFRgYqKCjAMg83NTf57NzMzA5VKFTJzINr3bnd3F52dnQgGgzh37lzaDkJnkmjZgdXVVayvr6OmpgaBQABAeoeQyY37exnr75rf74fX65XsdXHixAlcvnyZD6w4fX19AIDW1taYj+cW/9/5znfwrW99Cx/60IckuS+SXzL7nZGQDJDIQjQQCKC/vx9LS0s4cuQI6uvrQx7PzQGQQypnALz+IH78ygQAoKHcDM3uCgZGZ9HU1ITm5mZ+t0quACAQCESsPU6EcHdbzATbTBTpMCzXYlRYKsQFDGL75gcCAfT29mJ9fT0n6tojUSqVsNlssNlsOHToEHZ2dvjvnbC9Y3iZldvtRmdnJz8XItOyRQdFqVRibW0NAwMDKC8vR2NjY8i5gXQNIZObmADA7XYDgGSTgN///vfjm9/8Jh5//HHccccd/McfeeQRVFZW4vz581Efy7Is/uiP/gjf+c538I1vfAN33323JPdE8g8FAIRIJLzeP9JgLDkDAG7xnMz1f9E9i033XmnS6XIF5ufncerUKZSXlwOQrsWokHBi8cjICMrKypKuuQ4Gg7h27Ro/WC0XdreBvVKhmpoa1NTUIBgMwuFwYHV1FbOzsxgfH0dBQQG/oLXZbBEXMV6vF11dXfzr0mKxHMAzST+9Xh8yc4Ab3saVWWm1WlgsFjidThgMBpw+fTprphKnw9LSEvr7+1FVVYWjR4/yv6tytBk9SIkEAFKVhd1888246aab8NGPfhRbW1tobm7G5cuX8cwzz+DRRx/l7+Wee+7BI488gvHxcdTV1QEAPvnJT+Jb3/oWPvzhD+PEiRP47W9/y19Xp9Ph9OnTktwjyX0UABAigbW1Nb7m/OLFiygsLIz4eXIGAMleP8iwePKlvdaf5gIF6i0Mzp49H7JQlKLDkBC3aDCZTKirq+OHaKnVan5BK7a7i9fr5YdYnT59GkVFRZLcY6ZRqVQhLQq3trb4rkJzc3NQqVQhA8h0Oh1cLhe6urqgVCrR3t4e9XWZ68LbO25vb2N2dhYLC3sdr7a3t9Hf38+/9qScz5GNFhYWcO3aNdTW1uLw4cMhWaZIpUJyDiGTWyIBgJSlYU888QTuu+8+PPDAA3A6nTh69CguX76MO++8M+TeuI5NnB//+McAgG9/+9v49re/HXLNuro6TE1NSXaPJLdRAEBIHLFKLFiWxdTUFIaHh1FeXh635jwTA4CXBxex6PQAAC40GHDddZf21UpLGQAIDxoqlUocOnQIhw8fjtjdxWaz8eUukRZl29vb6O7uhkKhQEdHR97UbgtLhZqbm7Gzs8N/74aGhsAwDAwGAz934syZMwfW4z/TKBQK7O7uYmlpCWVlZTh06BCfHRgbG8Pw8DAMBgMfDFgsloxdvMqB6xBVX1+P5ubmuCVmsdqMZkN24CBKgLhrPfTQQ3jooYeifs7DDz+Mhx9+OORjtMAnUqEAgJAkcf3CFxcXI9b7R6JSqfiDdHKIN1k3HMMweOy5awAAvVaJe957XcSFolRDxmJN9jUYDDAYDKirq4PP5+MXtNyijBsEVVJSArPZjLW1NfT19cFkMuHkyZN5Xb6h1+v5UqFAIMAPBlIoFHC5XHj11VdDugplyuLrIHCHxLkWqAqFAlVVVaiqqgLDMPzMgZWVFUxPT/NZKW7mQC6/zmZmZjA8PJx0hyg5hpDJjbufWPfgcrkASBsAEHLQKAAgRASuFzbH4/GEtAyMVO8fiUql4nfF5HjTSyQDEAwG8eNfvoaZtb2uRO+92AyDPvIusRQZAGGZQLwdQK1Wi8rKSlRWVoJhGL5N5sLCAiYnJ6FWqxEIBGCz2XDy5ElJB0Flu4WFBUxPT6O6uhpHjhwJGUA2OzvLd8bhAoJcXtCGm56exsjISNTdba7jUlFREQ4fPgyPx8MHoteuXQPLsiEzBwwGQ9YdNI9mamoKo6OjaG5uRkNDgyTXlGIImdy4r5/OMwCEZAIKAAhJENcbX6fTxaz3j0S4k36QAYDX60VnZyd+3rfX3UerVuLd56O/6acSAKQ62VepVPI7sIcPH0Z/fz9WVlag1Wqxvr6OF198MW8XtEIsy2JkZAQzMzNobm7mM1LRSoUGBgbAsiwsFgv/vRPbVSjbCDtEHTp0CPX19XEfo1AoQrJSfr8fDocDa2trmJ6extjYGAoKCkJmDsgx4TsdJiYmMD4+jsOHD/OHTaWW7BAyuYOBQCAQ928SFwDk6xkakpsoACBEJJZlMT09jaGhIVH1/pFwny9lNx0hMV2ANjc30dXVhTU3i6n1vTfdm07XwmKIXiPOvQknWgKU6uJfyO/3o6+vD+vr62hra0NZWVnEBa3VauVLhfLlTICwC1JraysqKioifl54qVC0BS3XVSgXSoVYlsXQ0BDm5ubQ0tKCqqqqpK6j0WhQXl6O8vJysCwbMnNgdnY2ZF5DcXFxVrQTFQZGR48eTeskWbFDyISfm8p8kGjETgEuLCzM2gCPkEgoACBEBIZh0Nvbi8XFRRw+fBgNDQ1JvRFJVUsf6/qxdumXlpbQ29sLq9WKyTUlgG0oFcD7LjXFvS6QWAYg/DBgKov/nZ0ddHV1we/3h7SyFC5ouR3a1dVVfiqswWDgF7QWiyUnd7f9fj+6u7vhcrlw5swZUVNEgb1gtKysDGVlZfyCluubnyulQgzD8BmjkydPorS0VJLrKhQKWK1WWK1WNDc3Y3d3lw8GuHkNJpOJLxUym80Z99pjWRajo6OYnp5OKTCSgpjsgFwHiYPBoKgAIJfKvQgBKAAgJC6WZfHKK6/A5XLh7NmzKQ1RSkcAEOnaLMtibGwM4+PjqK2tRVFFHX790+cAANe1VKLCHnunnNt5ExsACBf/AFJa/G9sbPAlVx0dHVFbNAp3aBmGwcbGBlZXV7G8vIypqSloNBo+GCgqKsqJ3TwuMAoEAjh37lzSNcrCBa1wiFakUqFsqX0PBoPo6enBxsZGQoFRMgoKClBdXY3q6moEg0G+q9Di4iImJyeh1WpDDhIf9HRqlmUxPDyM2dnZmBmjgxKeHZCzzWgiAQAhuYQCAELiUCgUaGhogNFoTPlNQO4AQKlUwufzhXwsEAigr68PKysraGlpQW1tLf7zmX4Emb3F+a3XNYu+tpj7Du/0k8ou3eLiIgYGBmC323HixAnRCyelUgm73Q673c63GOUWtAsLC/y/cwvabGyRub29jc7OTmg0GnR0dEhachI+RIvLrHClQnq9PmQAWaaVCvn9fnR1dcHj8eDs2bNpHX6mUqn41xXLsnC5XHx2YGFhgW9vywUE6V5YsiyLwcFBLCws8KV0mSxSqZCUQ8goACD5igIAQkSorKyUZNHOvdHI1Qo0vARoZ2cHnZ2dfLeioqIiuHZ8+NnVaQBAW0MxDlVZk7p2uPC+36ns+rMsi4mJCUxMTEQcRpQIhUIBo9EIo9GIhoYGeL1ePhjgyjWybXfb4XCgp6cHZrNZ9i5I0UqFuNp3tVodUvt+0KVCu7u7fLlYe3v7gS7cFAoFTCYTTCYTGhoa+Pa2a2trmJiYwMjICAoLC/lgymq1yhpMsSyLa9euYWlpCW1tbZKVRKVLtFIhYVehRNuMimnIQCVAJBdRAEBIGqWzBGh9fR1dXV3QarUh3YqevjKNHd/e59x2vbjdfyD2jAEpD/sGg0EMDAxgeXlZloOJOp0upFwj0u42FwzIvSBLBtfHvrS0FK2trWm9v/BSIWGbzPBD2NzudjoXTR6PB52dnVAoFGhvb8+4ib7h7W03Njb4gGBmZkbWYIo7D7G6uopTp06Jbl2cyRJpMxotOyA2A0AzAEiuoQCAkDTi3oDkDgDm5uZw7do1FBcX4+TJk3zpjM8fxI9emQAA1JeZcaZJ/HmGaAGAlId9fT4furu74Xa7cfr0aRQVFSV1HbFUKhVKS0tRWlq6b3ebW5Bxu7PFxcUHWrvNTZ0eGxtDXV0dDh06dOA7koWFhRFLhbie8ukMpriSKJ1OhzNnzhx4JiKe8DK1SMGUxWLhX3+ptGjlmhg4HA6cOnVK9t+rg5DsEDIxAYDH46ESIJJzKAAgRAQpF1pqtVq2AEChUGB3dxf9/f1oaGjYVzrzXM8cNlxeAHu7/4k8r0gHjKU87OtyudDV1cXv3qZ7xy18d1t4bqCvr4+v3eYWtOncXWYYBsPDw5ibm8ORI0dQW1ubtq8tVnipELe7LQymuK5CUk/U3djYQFdXF0wmE06dOnXgh2yTESmY4joyjY+PQ6fT8cGA3W4XfYg9GAyit7cX6+vrOHPmDGw2m8zPJDOIzQ4EAgEUFBQgGAxGPTvgcrlkPUROyEHIvr+ShGS5RKb1JsLv92NxcRGBQABtbW2orKwM+fcgw+LJl8YAACUWPd5wvDLSZaIKzwBIedjX4XCgt7cXRqMRJ0+ezIjdW24IVH19PV+7vbq6irGxMQwPD8NkMvHBgMlkkm03nlvAOZ3OrDi0CYAPlmw2G18qxLUYFU7U5b5/hYWFSX//VldX0dvbi6KiIpw4cSInujuFB1NbW1v8629+fp7PHnClQtGC0WAwiO7ubmxtbaX9MHQmiZYdWFlZwebmJmw2W0h2ILxUyOPxZGTQTUgqKAAgJM3kCADcbjc6Ozvh9XqhUqn2Lf4B4JXhJcw79iZavu9iE9SqxBbsXAAg5WFfAJidncXw8DDKysrQ0vL/tnffYVHd2f/A30PvvVtAmqB0sGtijBIBFTTFEk10jW40WU2+SVyNJtnExJbeTKImaiy4RrB3jS0aC1WKWADpMjDUgYEp9/7+8HfvziCdAQY4r+fx2c0w5c5lgHM+93zOGaKRAZxy7bZCoUB5eTkfjGVlZUFfX58PZq2srNRW6sKVRHHdbCwsLNTyvF3NyMgIzs7OKhN1lec1tLdUqKioCGlpaXB0dIS3t7fG7ddQB+Vpzm5ubvzMgdLSUty/fx8ZGRkwMTHhrw5w8y7kcjkSExNRU1OD4OBgmJmZdfdb0RhaWloQiUS4c+cOHB0d4eLi0myb0erqatoDQHodSgAI6WLqTgBKS0uRlJQEIyMjeHh4ICMj44n7sCyLmL8er/6bGOoiNKjtq1nccatrsy/Lsrh37x5yc3Ph5ubW7uFqXU1bW5tfefXy8kJ1dTWEQiFKSkqQn5+vtgFa3IZWlmW7vZuNOjWc16A8gKxhqZCNjU2THY7y8vKQkZHR4S5RPU3DmQPl5eUoLS3Fo0eP+HkXlpaWqK6u5gfntXc+RG9VWlqK5ORkODo6YsiQISqfnYZ7B6qrq3Hv3j04ODh04xETon6UABDSCuoMLtSVALAsi5ycHH713NfXFyUlJfzqvPJqaFpuGe7mlwMAIoa5wFC/7T/6WlpakMvlagn+udkEZWVl8PX17bF/XAUCAczMzGBmZgZ3d/cnBmgBeKLUpTUqKyuRmJgIAwMDBAYG9sg5Ba2hpaXFlwpxG2G585eWlgbg8fnjVreNjY1VWsS6u7vDxcWlzwT/DSkno4MHD0ZNTQ2Ki4uRk5PD/47JyMjotq5Mmohroevg4PBE8A+o7h0Qi8WYO3cuBAIBnn/++e44XEI6DSUAhHQxbW3tDs8BYBgG6enpyM/Ph4eHB1xdXSEQCFRqXJUTAG71X1dHC1NGDGrz67EsC4FAgPLycmRmZsLOzq7dJQUSiQRJSUmQSqU9uqylMcoDtJRLXbie78bGxnwywJVqNMTVtFtaWsLPz69Hbmhtr5ZKhYyMjKCtrY3q6upOaRHbkwkEAujp6UEoFEJXVxfBwcF8ZyHlrkyaPMCts5WVlSEpKQl2dnYYOnRos8mQRCLB7NmzkZqaikuXLiEkJKQLj5SQztd3/rIQoiE6egVAKpUiMTERVVVVCAwMVNkUqjxngAscc4RVuHWvGADwbMAAWJq0bWIsV/Lj4uICHR0dFBUV4eHDhzAwMOCD2dYGE5WVlUhKSuKn12pan3Z1aljqUlFRgZKSEr5UQ09Pjw/GrK2toa2tjfz8fNy5cwdOTk69tqa9tRqev/Lycty9exfV1dUAgAcPHqCiooJfAe/MYWg9QX19PeLj48EwDEJCQmBoaAhzc3M4OjrypVbc3oG8vDy+VI07f731KhOHm4tia2vbYvBfX1+Pl19+GXFxcTh9+jQF/6RXogSAkFZQdwmQVCpt12Orq6sRHx8PABg5cuQTtb1cwKicYBy8mgkAEAiA6aPd2vR63MY4hmFgamqKIUOG8F1JGk6DtbGxgZ2dHaytrRtdtS4uLkZqamqfXNlu2PNdLBbz56+wsBBaWlowMDDgu430pZr21mBZFrm5uZBIJAgMDIShoaFKVyEATwwg60vq6ur43wshISEwMFBN8pVLrTw8PCCRSPiuQhkZGWAYBmZmZnwyYGZm1qs+f1ybWBsbmxaH50mlUrzyyiu4evUqTp48iZEjR3bhkRLSdQQs18CbENIklmXbHbQ3lJ6ejurqaowYMaJNjysuLsbt27dhZmaGwMDARjeXVldX4+rVqxg7dixMTExQWinBa9+eg1zBYvQQR7w/c1irXqstk325um2hUIiKigoIBAJ+E6etrS309PSQnZ2NzMxMDBgwAJ6enn16ZbshiUSClJQUVFZWQiAQ8AOguPPX1+u2ZTIZkpKSIBaLERgY+ETJmEwm44NZkUgEuVwOIyMjlVKr3vx5k0gkiI+Ph5aWFoKDg9u8ks9Nw+auDtTX16tcnbKysurRyXpFRQUSEhJgZWUFPz+/Zj8LMpkMCxYswOnTp3Hs2DE888wzXXikhHQtSgAIaQV1JgB3796FSCTC6NGjW/3aWVlZuH//Pvr3748hQ4Y0+UestrYWFy5egtXAIWC1dHEltRBX0goBAF8uGofB/VseAqTc4rOtm32lUim/si0SicAwDHR1dSGTyTBo0CC4u7u36nn6CrlcjuTkZFRWVsLPzw+WlpZ83XtJSQlkMlmXTtPVNPX19UhMTER9fT2Cg4NbbMWoXGpVWlqK2tpa6Orqqgwg602lQrW1tYiPj4eOjg6Cg4M7PD+D63rDJQNcUqo8c6C1G9k1QWVlJRISEmBhYQF/f/9mf3bkcjkWL16Mw4cP4/DhwwgNDe3CIyWk61ECQEgr1dfXq+V5Hjx4gKKiIowbN67F+yoUCqSkpKC4uBheXl4YOHBgk8G4XMEg+sIdHLmeCYlM9Wt2FobYsuzZFnv/Nxzuxf1rD4lEgoSEBEgkEmhpaUGhUMDIyAh2dnbNboLtK+rq6pCUlIT6+noEBAQ8MaSJZVlUVlbyLUZra2uho6PDJwNNlVr1FtzKNgAEBwe3a7+I8jRn7uqUpaUlv7rdk4LZhmpqahAXFwd9fX0EBwd3SmJTX1/PJ6QikQgKhQLGxsZ8MqDJCWlVVRXi4+Nhbm4Of3//ZueLKBQKLF26FPv370dsbCwiIiK68EgJ6R6UABDSSupKALKzs5GTk4Px48c3e7+6ujokJCSgtrYWAQEBsLGxafK+cgWDT6NvIu6+sMn7DPO0x+pZw5pMAtQZ/NfU1CAxMREsyyIwMBBGRkb8ymxJSQkkEgn09PRga2sLOzs7tQ7P6gnEYjESExOhpaXFn5+WNBbMWllZ8QlBw7rvnkwsFiMhIQG6uroICgpSywbVxkqFuK5MXDDbUxLS6upqJCQkwNDQEIGBgV1yVYPbiM2dQ4lEojKzwdraWiMmeAP/2ytlamqKgICAZoN/hmGwbNky7N69G/v370dUVFTXHSgh3YgSAEJaSSqVQh0/Lrm5ubh//z6effbZJu/DbVrT0dFBUFBQi5saoy/exZ4Ld1t87bkTvDDrac8nblfe7NvRyb4ikQi3b9+GsbEx/P39nwjeWJblN8EKhUJUV1fz/cxbGv7UG5SXlyMpKQnGxsYICAhoV9AklUpVglmFQgFTU1M+GTA1Ne0xwWxD3AwE7vx0xmdBuVSIC2Z1dXVVujJp6tWVqqoqJCQkwNjYGIGBgd12nDU1NXypUHl5ucreFRsbG5iYmHTLZ1AsFiMuLg4mJiYIDAxsMfh/9913sW3bNkRHR+OFF17osT83hLQVJQCEtJK6EoCCggKkpqbiueeea/TrhYWFSE1NhZWVFfz9/VsMgOQKBvO/PIuKmpavUFia6GP7/03irwK0ZbNva+Tn5yMjI4Pvs93cH1+O8vCs8vLHw8osLS35qwO9aWWb64RkbW0NX1/fVp2fligUCpSVlfHnUCqVQl9fnz9/PanfOzekiesUpY7z0xKWZflgtmGpEJdQaUq7Wq6m3czMrMWV7a4kk8n4z2BpaSlkMhkMDAz4UiErK6suOVYu+Dc2NkZQUFCLwf+qVauwefNm7Nq1C7Nnz6bgn/QplAAQ0krqSgAePXqEpKQkhIaGqgRmLMvi3r17yM7OhouLCwYPHtyqP0i3s0vx/o5rrX79dfNHw2+QTYc2+zbEsizu37+PnJwcDBo0CG5ubu16LuUyjdLSUn5lm9s30F2riuqQk5ODe/fuYcCAAa3+3rZVwxatYrG4x1xdKS4uRkpKCuzt7TF06NBuS1q4qyvcP67uvaUBbp2N62PflclRe3B7V7jzV11dzbfB5T6DnZHUc3siDA0NERQU1OyVEYZh8J///AdfffUVtm/fjldeeaXH/l4hpL0oASCklWQyGRiG6fDzlJSUID4+Hs8++ywfjHHdYEpLSzF06FD079+/1c93Lb0Q6/4b1+r7vz8zBKO8Hfl6fwAdCv7lcjlSU1P5Y3d0dGzX8zTU2Mp2T+yIwyV2ubm58PDwgLOzc5cFG41dXeH65WvSJlhuAFpnJkftwdW9cwlpd5UKlZWVITExEdbW1i22stQ0dXV1fFJfVlYGhmFgYmLCJwPqSKjaEvyzLIt169Zh3bp12LJlC1577TWN+bwR0pU0s8iRkF6M++OkUCigq6uL2tpaJCQkQCqVYvjw4bC0bLlVpzITw7bVkJsY6Kptsy/Xyaaurg7BwcFtPvbmaGtr84Eqt6rI7RvIzc3lAzFu+JgmrogqFAqkpaVBKBTCx8dHbclRaxkaGmLgwIEYOHCgytWVrKws3Lt3r9tXtlmWxcOHD/HgwQO4urrC1dVVo4IxLS0tWFtbw9rami8V4pKB27dvd0mpUGlpKZKTk2Fra9viECtNZGBggP79+6N///58Ul9aWoqioiJkZ2erJFRWVlZtvkLFtUI1MDBocU8Ey7L4/PPPsW7dOvzwww8U/JM+ja4AENJK6roCUFVVhWvXrmHcuHF8AG1gYICgoKB2BRBt3QOwddkz0BI8nm7ckWCiqqoKiYmJ0NXVRUBAQJeuJtfU1PDtMSsrK/lATXn4WHdTHmDl7+8PKyur7j4knvLKdklJCerq6viuTFwg1tkJlXLZ2ODBgzFw4MBOfT11a2wjtomJCR/MqiOhEgqFuH37NhwcHDB06NBeFaxyzQC4UiFu70VbJjpLJBLExcVBV1e3xVaoLMviu+++w/vvv4+vvvoKb731Vq86n4S0FSUAhLSSXC6HQqHo8PPU1NTgypUrcHV1RXZ2Nuzs7ODr69uhUoLWdgGa87QHXhjr1uHNvtxmVgsLC/j5+XVrXXl9fb3K8DGWZWFhYcHvG+iOMheJRILExETI5XIEBgbC1NS0y4+htZS7MpWUlKCqqkolobKxsVFLG05lDMPgzp07KCoqUmvZWHdpLKHS1dXlz197SoW4PRFOTk7w9vbu9cGqVCpVmTkgl8v5kj8bG5snNrNzwX9rhqCxLIuff/4Z7777LjZs2IAVK1b0+vNJSEsoASCkldSVANTW1uLy5csAADc3N7i7u3f4j5FcweD9HdeQnlvW5H2C3W3x7xcCoaer06HNvlzJRr9+/eDl5aVRJQlyuRwikQhCoRClpaWQy+V8vbGtrS3MzMw6/Q8/16NdT08PgYGBPa6LUWM121x7R1tbWxgbG3foHHLD7UQiEfz8/GBra6vGo+9+yqVC3BUq5ZkNNjY2LV7pKyoqQmpqqsbtiegqXJtW7upATU0NtLW1+aTUxMQEt2/fhra2dquC/19//RXLly/HJ598gjVr1vS580lIYygBIKSV1JEASKVSJCYmory8HK6urvD0fLInf3t9uu8mrt959MTtFsZ6CA9xRtSoQR0K/rlV28LCQnh6ejY7lVgTKK/KCoVC1NfXd3p7TK6NpZmZWatauGo6LqFSbu/Ircra2dnB3Ny8TeeQ2+xeVVWFgIAAte4Z0VRNlQo1tQm2oKAA6enpcHZ2hoeHh0b/jHWV2tpaPhkoKyvju5YNHDgQ9vb2Tc69YFkWu3btwtKlS/H+++9j7dq1dD4J+f8oASCklRQKBeRyebsfz003VSgUqK+vR0BAABwcHNRybPmlYiz54U+wLBDQ3xBBLqawdxoII31tDO5nDl0d7Q5t9pXJZHzg5uvr2+NWbVmWRXV1Nb9vQCwWQ0dHR6U9Zke7uRQWFiI9Pb3b21h2FpZlVYZn1dbWtqkjDpf81tXVISgoSKPLojoLwzD8JljlvRfcOZRIJLh3716HWun2ZvX19YiLi4NcLoeVlRXKysr4uRfczAFLS0vo6uqCZVns27cPixYtwjvvvIONGzf2up9JQjqCEgBCWqkjCYBQKERycjJMTU0RGBiIixcvwsfHB/369VPLsX17KAlnE3MBAMsnOsHKSAB/f3++009H/vDV1NQgKSkJCoVC4+vZW6u2tlalPaZyiYatrW2bynaUy6JcXFzUUtLVEyiXuXAbOJs6h3V1dYiPjwfDMAgODtaY9qPdSXnvRWlpKSorKwE87tzk7Ozc5s9hbyeVShEXFweGYRASEgIDAwN+7gV3daCqqgrvvvsubGxs4OXlhd9//x1vvvkmvv76awr+CWmAEgBCWqk9CQAXHN69exdOTk58G7/z58/Dw8NDLZ1PSisleO3bc5ArWIz0ckCkjyEqKyvh4+PT4cFZZWVlSE5OhpGREQICAtS+GVQTcCUaQqEQIpGoTTXvDMPg7t27yM/P75GdbNSlsXNoamoKW1tbmJqaIiMjAzo6OggKCqKgthHZ2dl48OAB7OzswLIsysrKVEqFumr/iqaSSqWIj4+HQqHgg//G1NXV4aeffsLRo0eRkJAAmUwGHx8fTJkyBVOmTMHIkSM1sl0wId2BEgBCWolhGMhkslbfn+sBX1hYiMGDB8PFxYX/A37x4kU4Oztj0KBBHT6ubadScejvLADA5wvHwFRLgoyMDH4DrJ2dHezs7NqcDBQUFODOnTt8//G+8IdToVDwNe8lJSWQyWQwMjJSqXnnzqFCocDt27dRVlYGX19f2NnZdfPRawblAW5CoRAymQwCgQBOTk6wt7fvlL0XPRXLssjKykJWVpZKAqlQKFQGkDUsFdLUuRedQSaTIT4+HjKZDCEhIS1uoD5x4gTmzJmDOXPmYObMmTh16hSOHj2K7OxsbNq0Ce+9914XHTkhmo0SAEJaqS0JQF1dHRITE1FTUwN/f/8nauavXLkCR0dHuLu7d+iYqmql+MfXZ1EnVcDXxRqfzB0O7ke6oqKCr3mvr69X2bxpYWHRZDLAsiwePHiAhw8f9qmSloa4mnfuHEokEr5XvqWlJXJyclBXV4eAgABYWFh09+FqHG56rYmJCSwtLSESifi9F8otRnv6Run2Uv458/b2bnL6d1NtWq2srPiEoLdeVWlr8H/mzBnMmjULL774Inbs2MEnSSzLIiMjA5aWlmrbd0VIT0cJACGt1NoEoLKyEgkJCdDW1kZQUBBMTEyeuM+1a9dgbW2NwYMHd+iYlPv/fzRnGAJcbZ7Y7MvVyQqFQgiFQtTW1qoMfbK2tuZXZBUKBVJTU1FSUoIhQ4bAycmpQ8fXW3CtHYVCIYqLiyEWiwEAVlZWcHR0hK2tbZ8NZBsjFAqRkpLyxPRarpsLt/cCAD/4qbtmNnQHlmVx79495ObmYujQoW36Oauvr1fpKqRcbmVjY9NrSoVkMhkSEhJQX1+PkJCQFj8bFy5cwAsvvIDIyEjs3r27w5v6CentKAEgpJVakwAUFRUhJSUFlpaW8Pf3b7I/9Y0bN2BqaoohQ4a0+3jqpHIs+OosqiUyuDqY4YuFo1ssC1AOZIVCIaqrq6Gtrc13z8jPz0d9fT38/Pw0anKtpqisrERiYiL09PTg6OiIsrIyPpC1tLTkA9n2THTuLQoLC5GWloZ+/fo1O8BKJpOpBLLdMbOhO3Cr0QUFBfDx8enQijRXbsWdx/r6ej655waQ9cRSIblcjoSEBEgkEoSEhLQ4Efivv/7C9OnTMXnyZOzbt4+ScUJagRIAQlqJZVlIpdImv/bgwQNkZmZi4MCBLQ7IiouLg56eHvz8/Np9LIf/zsS20+kAgBXPB2LM0Lav1kskEpSUlKCwsBDV1dUAHq/IOjo6ws7OrtkBO31NSUkJbt++DUtLS/j5+fErjMqBbGlpKRQKBb8i2569Fz1ZTk5Ou9pYNjZJV/kqlZWVVY8MZBtiWRbp6ekoKiqCn5+fWveNcK1uuc+hcqkQlxD0hFIhuVyOxMRE1NbWtir4v3HjBiIjI/H0008jJiaGfmcR0kqUABDSSk0lAHK5HCkpKRAKhfD29m5VJ5jExEQAQGBgYPuOQ67A4m//hKi6Dk5Wxvhh6dPQ1mpfkCkUCpGamgoTExM4ODhAJBLxE2AtLCz4TcR9eVU7Pz8fd+7cgZOTE7y9vZtM7rg+79wGWKlUCgMDA9jZ2cHW1hYWFha9cgMsy7LIzMxEdnY2PDw84OLi0qHn4mreuatUWlpa/L4BW1vbHhnkMQyDtLQ0CIXCLpmA3NhEZy4x5bozaVpiqlAokJiYCLFYjJCQkEbLJ5XFx8dj6tSpGDlyJA4ePNinf0cR0laUABDSSo0lABKJBAkJCfxmUGtr61Y91+3btyGVShESEtLmY1AoFDiflIfvj6YAAN6c6otJgW1vP8myLHJycnD//n3069dP5aoFNwFWKBSitLQUcrm8T65qKwe2rq6ucHV1bfX7Vt57UVJSgpqaGpXBWTY2Nr1mVfvOnTsoKCjAkCFD1DbbglNXV8dfGeCmwDbcN6Dpn0WGYZCSkoLS0tI2/Z5QF+XOTKWlpfxUbO6zqAlXWBQKBZKSklBdXY3g4OAW540kJycjPDwcwcHBOHLkSJ/ZP0KIulACQEgb1NfX8/+/vLycrwcPCgpq0x+g9PR0VFdXY8SIEa1+DBf8yxUKLP/lLxSIamBlqo8t/3oGujpt++PNMAxfh+zh4QFnZ+dme92XlZXxgaxUKoWhoSF/ZUC5NWZvwjAM0tPT8ejRI3h7e3c4sOUGZwmFQlRWVvLlGdzVgZ66qs1tGu+KVqhcYsoFssptWm1tbWFubq5xV1gYhkFycjLKy8sREBDQ7XtrlEuFSkpK+CssykPcunreBxf8V1VVISQkpMXgPy0tDWFhYfDx8cGxY8davFJACHkSJQCEtIFUKgXLssjPz0daWhpsbGzg7+/f5o4Td+/ehUgkwujRo1t1fy74ZxgGN+4WY+OBxyVE/5jkjchRrm16bZlMhtu3b6OioqLNQRvLsqisrOQ3ESu3xrSzs4OVlZXGBWDtIZfLkZycjMrKSvj5+cHGxkatz19fX6+yqs2VWykPH9N0CoUCycnJqKio6JbAlmEYVFZW8kmVRCJRucJibW3d7Z1guHNUWVmJwMBAjWwX21ipkJmZGX8eO7tUiGEYJCUlobKyEsHBwTAzM2v2/hkZGQgLC4O7uztOnjzZ4v0JIY2jBICQNqirq0NGRgZycnLg6uoKDw+Pdv1xfPDgAYqKijBu3LgW78swDP9PIBBgxW/XcL+wEiYGuti6fAKM9Fsf5NTW1iIpKQlyuRwBAQEd+uPJ1WpzVwaqq6uho6MDGxsb2NnZaUQA1h7cDAepVIrAwMBODzCUV7VLSkogl8thbGzMJ1Wa2A1HJpPxGzWDgoK6PQjjultx57CyshICgUBlVburN8By9ezV1dUICgqCubl5l75+eyiXCnFX+/T19fmSNXWXCnFXRyoqKlp1ju7fv4+wsDD0798fZ86c0ciEipCeghIAQlpJLpfjxo0bKCsrg4+PT4d65GdnZyMnJwfjx49v8j4sy/Ir/yzLQktLCykPRfhg1w0AwMynPDBnvGerX7O8vBzJyckwMDBAQECA2gMiiUTCXxmoqKjokSUuYrEYiYmJ0NLSQlBQUJdvKmQYRmX4WF1dHR+AcbXa3X2FhUuQ5HI5goKCNPJqhVQq5YNYrle+mZkZfx47ew8L18mmpqamVfXsmojbw8JdHVDejM1dHehIqRDDMPwk7aCgoBaD+ezsbEyePBm2trY4d+5ct5dSEdLTUQJASCuxLIvk5GQ4Ojp2eOUpNzcX9+/fx7PPPtvka3Gr/lzwLxAI8OGuG0jOLoW+rja2LZ8AM6PWBdWFhYVIT0+HjY0NfH19O33Dn1Qq5YNYkUgElmVhaWnJJwOa2K2jvLwcSUlJMDY2RkBAQLcnLE1dYbG2tuavsHR1v/Pa2lrEx8d3W4LUHo2tahsYGPDJgKWlpVqTKm6AVV1dHYKDg3tNfTq3Gbu0tFSlVKg9SRW3KVokEiEwMBCWlpbN3j83NxfPPfcczM3N8eeff6q9JI+QvogSAELaQCaTgWGYDj9PQUEBUlNT8dxzzz3xNeV6f26qr0AgwP3CCry77SoAYOoIF7z23NAWX0e5i42zs3O7S5Y6Qi6Xo7S0lO8oxPXJ5zYRGxsbd3uJS3Fxscrk2u7uiNIYbmYDd4UFQJeWuFRXVyMhIQEGBgYIDAzs9gSpPbhVbe481tTU8EkVV+bSkaRKKpUiISEBUqkUwcHBGnl1RB0UCoXKZmwuqeKuDFhaWjb5M6S8cTwwMLDFlfyCggI899xzMDAwwIULF2Bvb98Zb4mQPocSAELaQF0JwKNHj5CUlITQ0FCV1cemgn8A2PBHPP6+8wjaWgL88q9nYGve/OqrQqHg+457eXmhf//+HT7ujmqso5CRkRGfDHRHvTs3vGrAgAEYPHhwtycjrSGTyfgV7dLSUpXV2M5IqrirI6ampggICOiRezsaU1tby59HLqlq70Tn+vp6JCQkQC6XIzg4uM+0pVROqkpKSiAWi6Gtra0ygIwrFWJZFqmpqRAKha0K/h89eoSwsDCwLIsLFy6ovcUsIX0ZJQCEtIG6EoCSkhLEx8fj2Wef5VcclTf7ciU/nPxSMd7cfAksgAn+/bE80r/Z56+vr0dSUhJqa2vh7++vkfWyLMuq1LtLJBK+3t3Ozk7tpRmNvf69e/eQm5vbYitUTcaVuHBXWJTbtHLDxzryvrgJyNbW1l1SPtZdGpvobGJiwicDzSWndXV1iI+PB8uyCA4O7hGlUZ1FIpHw57G8vBwMw8Dc3Bw2NjaorKzky35amoUgFAoRHh6O+vp6XLhwoVUDFgkhrUcJACFtIJfLoVAoOvw85eXluHHjBsaPHw99ff0nNvs2DDS+P5KMc0n5EAD4fslTGGDb9KbC6upqJCUlQSAQIDAwsEeUISjXuwuFQojFYujo6PDJgLW1tVoDT4VCwZchDB06FI6Ojmp77u7UWJtWXV1dPoht63ksKipCWloaHB0dm52A3NswDIPy8nJ+Vbuuro5vd9twcJZEIlHZF9HV3YY0mVwu5/dfPHr0CAzDQFdXFw4ODnxXocY+UyKRCBEREaiqqsKFCxcwaNCgbjh6Qno3SgAIaQN1JQBVVVW4du0axo4dC0NDwyc2+yorrZLgn99dgJxhMdLLHqteanp6cElJCVJSUmBqagp/f/8eWacNPC7N4IJYbmgWt/nV1ta2Q3XaMpkMSUlJEIvFGnt1RB2UW2MKhUJUVVVBS0tLZRJxc5+P3Nxc3L17t9v2jmiKpgZn2djYwMzMDHl5edDV1UVQUFCXD9DqCZQnRXt4eEAul6uUCllbW8PCwgI6Ojro168fysvLMWXKFJSWluLChQtwd3fv7rdASK9ECQAhbaCuBKCmpgZXrlzB8OHD+S4hjQX/APDr6XQcuZENAPh84Rh49rN44j4syyIvLw93796Fk5NTr1qt5YZmCYVClJWVAYBKR6G2rLhKJBK+hWVgYGCPbM/YXlwXF27gEwB++JidnR1ftsKyLLKyspCVlQV3d3e4uLj02eC/Mdx5fPToEb9vwMzMDPb29j1miFtXYVkWd+/eRX5+Pvz8/FSGDiqXCl28eBEffvghvLy8oKuri4KCAvz111/w8vLqxqMnpHejBICQNlAoFJDL5R1+HolEgkuXLmHgwIEYMGAADA0NGw2yqmqlWPTtn6iTKeDnYo21r4x84j4Mw/B/ZHt7wNZYnbaZmZlKR6GmcF1s9PT0EBgY2KdLNWQyGUQiEYRCIUQiEeRyOV/vXltbi+LiYnh7e2vExnFNJBaLER8fD319fQwYMIAvF5LL5TAyMuJLhTq6/6In4/bY5OXlwdfXt9nuPRUVFThw4AB27NiB1NRUyGQyuLi4YMqUKZg6dSrGjx/fY69mEqKpKAEgpA3UkQAwDAOFQoH09HQIhcJmg9h9l+4h+tJ9AMDHLw9HgJutynPJZDKkpKSgvLwcPj4+fapFnvLm15KSEshkMhgbG/NXBpQ3bYpEIiQnJ8PMzAz+/v5d3j9fk3H17sXFxSgqKlKp0+6MPvk9XXV1NeLj42FsbIzAwEC+IxI3xI27ytJw/4WVlVWv6Z7UEpZlcf/+feTk5MDX1xcODg7N3r+mpgbPP/880tPTcfr0aUilUhw9ehRHjx5FamoqcnJyaBMwIWpGCQAhbdCRBKCxyb4sy/IrsVwQa2Ji8rglpqU13v71JqolMrg5muPL18aorCZy5SwymQwBAQEwNzdX19vscZSDL6FQiLq6On7Yk7a2Nh4+fAgHBwcMHTqUgtlGKBQK3L59GyKRCJ6envwgN65PvvIm4r4SxDamsrISCQkJLbZDVd5/UVJSwu9jUW6N2VuvQLEsiwcPHuDhw4fw8fFpcYO9RCLBSy+9hMTERJw9exbBwcEqX8/Pz+/UK1FisRhr1qzB/v37UVZWBi8vL6xcuRKzZs1q1eMPHz6Mr776ComJiVAoFHBxccHy5cuxePHiTjtmQtSBEgBC2oBhGMhksjY/rqnJvg2fu1RUhlt38vCopAxZpVKkFj9uOfpmuBcmBrvyj6moqEBSUhL09fX7fDlLQ9ymTaFQiPz8fMhkMmhpacHe3r5TOgr1dMqbogMDA1WmXHObsbk++cpBrK2tbZ/a9FpRUYHExESYm5vD39+/TZ+h+vp6vnRNJBJ1aIqupnvw4AGys7MxdOhQODk5NXvf+vp6zJ49G3///TdOnz6NkSOfLHHsbKGhobh16xY2bNgAT09P7N27F9u2bcOePXswZ86cZh+7YcMGrF69Gq+//jqmTp0KXV1dZGRkgGVZvPnmm130DghpH0oACGmD9iQAysO9gMY3+8oVDGKuZuLErYeoqJGqfM1AV4BXA7VhYvS4t7uOjg4ePnzI92XvyyuyTWEYBhkZGSgoKICrqyu0tbVVOgrZ2NjAzs6uw5NfezpueJVMJkNQUBC/Ib0xUqmUX9Hmglhzc3O+5Ko3b34tKytDUlISLC0t4e/v36GrSE1N0eWSgZ5ccpWZmYmsrCwMGTKkxaFdUqkU8+bNw8WLF3Hy5EmMHTu2i47yf06cOIGIiAjs3bsXs2fP5m8PDQ1FWloacnNzm0z04uPjMXz4cKxfvx4rVqzoqkMmRG0oASCkDdqaADQ32ZcjVzBY9984xD8oafJ5AgZZYc4IGxQVFvAr2o6OjrCzs2uyl3ZfxZWzlJWVwdfXV6XzCNfBRSgUory8HAD4FW07O7s+taLN9a8H0ObhVVwQyw0f4/ZfcEGsubl5r1nRFolESEpKgo2NDXx9fdX6s8bNbeASK67kimvVam1t3WMS1OzsbDx48KBVm8dlMhnmz5+PM2fO4Pjx4xg/fnzXHGQDixYtwr59+1BeXq6ykBIdHY05c+bg6tWrGD16dKOPXbBgAf773/9CJBL16cFvpOeiBICQNmBZFlKptOU7QnWyr0AgaDJw+O/l+9h78V6Lz/estzmGWNbBxcUF2traKC4uRnV1dacOzOpppFIpEhMTIZFIEBAQoFLO0hDXUYgLYpVXtO3s7GBkZNR1B97FxGIxEhIS1NK/vrH9F9zQrJ6eoHJTkO3s7Lpk/0htbS2fDJSXl0MgEMDS0pJPrDQ10Hz48CHu378PLy8vDBgwoNn7yuVyLFq0CEeOHMGRI0cwadKkLjrKJ40aNQoKhQI3b95UuT0tLQ0+Pj745Zdfmqzld3Nzg4WFBd5++22sXbsWDx48gKOjI+bOnYtPPvmEuhYRjUcJACFt0JoEoLHNvk2thsoVDBZ+c/6Jsp/GGOkC3ywcDnu7/3UCkkgk/MAsrkabK2+xtbXtU+VBtbW1SEhIAIA2T0BubEWba4tpZ2cHU1PTXrOizdWym5iYICAgQK0rzMoTnbmhWdra2irDx3rKirZQKMTt27fh6OiIIUOGdPn3XyqVqrRqVSgU/GeyYZer7pSTk4N79+5h8ODBLXbqUSgUWLp0Kfbv34+DBw8iPDy8i46ycZ6ennB1dcWpU6dUbi8qKoKTkxPWrVuHVatWNfpYAwMD6OnpQUdHB2vXrsWQIUNw/vx5bNiwATNnzsSePXu64i0Q0m59JzogpAu0JfgHgDt55a0K/gGgVgYIa7Wg3OjT0NAQzs7OcHZ2Rn19PZ8MpKWlAYDK9NzevCJVWVmJxMREGBgYIDAwsM0r2tra2vzKP7eiLRQKUVhYiOzsbBgYGPDn0dLSUiMCr/bgylmsrKzg5+en9qtFAoEApqamMDU1hZubGyQSCb+izX0m2zvErSs9evQIqamp6NevH7y8vLrl+62npwdHR0c4OjqCYRiUlZWhpKSE/0zq6+vzyb6lpWW3XPnLzc3FvXv34OHh0WLwzzAMli9fjv/+97/4448/uj345zT3vW3uawzDoLq6GtHR0XzHoGeeeQY1NTX45ptv8PHHH9MUY6LRKAEgRE2UA//WBP8AIJa0Lvhvzf25oUQDBgyATCZDSUkJiouLkZGRgTt37vSIwKs9hEIhUlJSYGVlpZZN0VynGysrKwwePBhVVVX8inZubi7f250rb+kpJVfFxcVISUmBg4MDhgwZ0iVlOYaGhhg4cCAGDhyoUnJ1//59ZGRkwNTUlP9MakonnMLCQqSlpWHgwIHw9PTUiGPiruzZ2NjAy8sL1dXVfGJVUFAAbW1tWFtb81dZuiLZ5yaPc8MHm8MwDN59913s2rUL0dHRmDZtWqcfX2tYW1tDJBI9cTs3KdvKyqrZxz569AjPPfecyu1hYWH45ptvkJCQQAkA0WiUABDSBk0FA8rBP9B4p5/GmBi27Q91a++vq6sLJycnODk5QS6XPxF4cbXu9vb2GltX3Bp5eXnIyMiAk5MTvL291R7UCgQCmJubw9zcHB4eHqipqeGvshQWFqqUt2hyyVV+fj7u3LmDAQMGYPDgwd0S1Orq6vIr2twQt5KSEuTl5SEzMxOGhoZ8YmVubt4t+wa48+Ti4gJ3d3eNCP4bEggEMDMzg5mZGX+VhWsxmp6eDpZlYWFhwX8mO6M7U35+PjIyMuDm5oZBgwY1e1+GYbBq1Sps3boVu3fvxvPPP68x59XX1xfR0dGQy+UqP7spKSkAAB8fnyYf6+fnh0ePHj1xu/LfAEI0Ge0BIKSNpFIplH9sGnb6acsv/rbsAbAw0cevyydAR7vjLQi5FW25XM6vwtrZ2TXbBlKTKA8bcnV1haura5cHFXV1dfx5VO4oxK1oa0JHIZZl8fDhQzx48KDbzlNLlDvhCIVC1NbWqkzQ7aqN7bm5ubh7967GnqfW4JJ9rsWoXC5Xe3cm7gqJq6sr3Nzcmr0vwzD46KOP8PXXX2PHjh2YN2+eRp3XkydPIjw8HPv27cPMmTP528PCwnD79u1m24Bu2bIF//znP5+YF7B8+XL88MMPyMrKgrOzc6e/B0LaixIAQtqISwC4f1ynn9au+jfU2i5AL4/3xEtPebTnkBvFMAzKy8tRXFyMkpISSKVSGBsb88mApm58ZRgG6enpePToEby9vVvsN94VpFIpf5WF65HPrcJ2V0chlmVx//595OTktGqDpqbgrrIoT9Dlyls6ay8L18XG3d29xRXtnkK5O1NJSQkkEkmHE6uioiKkpqa26goJy7L47LPPsH79emzduhULFy7UyN8noaGhiIuLw8aNG+Hu7o7o6Gj+asXLL78MAFi4cCF27tyJzMxMPqiXyWQYOXIkMjMz8cknn2DIkCE4d+4cvvjiCyxZsgTff/99d74tQlpECQAhbSSVSvmJvq3d7NscuYLBp9E3kZj1ZC0qJ8TDDqteCu7Q6n9zWJblN75yrRy5ja/29vYa09ddLpcjOTkZlZWV8PPzg42NTXcf0hMUCgW/CstdZTExMVG5ytLZ55JhGNy5cwdFRUUYOnQoHB0dO/X1Okt9fT1/ZaCsrIwvb+GusqgjscrKykJmZiY8PT177Yoty7KoqanhP5NcYtWWqc5c8O/s7AwPD48Wg/9Nmzbhk08+wY8//oglS5ZoxO+PxojFYqxevRr79+9HWVkZvLy8sGrVKn5jLwDMnz8fO3fuRHZ2tsp+h7KyMrz//vs4dOgQysrKMGjQICxatAj/93//RyVARONRAkBIG0mlUshksjZt9m1OZWUl4hMSkVDI4PYjBSqVyoEsTPQREeKMGWPcOi34b4hlWX7jK1eSoaenxwew3TWptK6uDomJiZBKpQgMDISZmVmXH0NbcVdZuHMplUpVat0tLCzUHhgpFAqkpKRAJBLBz88Ptra2LT+oB5DL5SqtWrnEqr2tWlmWRWZmJrKzs1vVv7434RKrkpISlJWVgWEYmJmZqUx1Vj6X3AbyAQMGtLgxmmVZfPvtt1i9ejW+/vprLF++XGODf0L6MkoACGmD/Px8nDhxAmFhYbCwsOhw8F9cXIzU1FRYWlrCz88PEGjhTl45xBIpTAz14D3AsssC/8ZwK4fFxcUQCoUQi8Xd0gVHLBYjMTERWlpaCAoK6pEblxurdVf3wCy5XI6kpCRUV1cjICAAlpaWajp6zcIlVty5rK+vh76+vkqr1ubOpXJ51JAhQzSijKy7cPuCuIRAJpPxSaqtrS1kMhlSUlLQv3//FjeQsyyLn376Ce+99x42btyI9957j4J/QjQUJQCEtEFMTAxmz54NABg/fjwiIyMREREBW1vbNq8+ZmdnIzMzk19V6wmXjGtra/nV7MrKSr4Ljr29PaytrTulC05ZWRmSk5NhbGyMgICAXjHPgEusuHPJTXTm5jbY2Ni0+VxKpVIkJCSgvr4eQUFBMDU17aSj1ywsy6K6uprfNyAWi6Gjo6MyfEz5XLIsi7t37yIvLw8+Pj49tjyqMygnqSUlJaipqQHwuJ2rm5tbs4PcWJbFr7/+iuXLl+OTTz7BmjVrKPgnRINRAkBIG4lEIhw5cgQxMTE4d+4c5HI5xo0bh8jISEybNg329vYtDpBJT09HUVFRj9qc2RDXBUcoFKK8vJzfrMmtwqpj4is3kMnW1hY+Pj49pud+W3EDs5TPpXJHoZaSHolEgoSEBDAMg+Dg4G7ZdKwpamtr+XNZUVEBgUDAn0sbGxtkZWWhsLAQvr6+sLe3b/kJ+6iSkhIkJSXBzMwMWlpa/Lm0tLTkrw5wV+JYlsWuXbuwZMkSrFmzBp988gkF/4RoOEoACGknrlb+6NGjiI2NxalTp1BXV4fRo0cjMjISkZGR6Nevn8ofQrFYjDt37qC6ulpjN7G2h1Qq5ZMB5SE6HWmJmZOTg3v37nVr7/ruIJVKVTa+ch2FuD0YDcufampqEB8fD11dXQQGBvaqIW8d1Vh3JgBwcHCAq6trp/TI7w24idHc0DiBQMCfy5KSEohEIojFYnzyySd4+umnYW9vj48//hjvvfceNmzY0COuZhLS11ECQIgasCwLsViMEydOIDY2FidOnIBYLMbw4cMRFRWFyMhIlJeXY+bMmViyZAkWLVrUY3rut5XyxNfS0lI+gLW3t1dZNWwKy7K4d+8ecnNz4eHhAWdn5z4T/DfU2MZX5bkNXM2/kZERAgMD1XLVpTdiGAYpKSkoKSmBpaUlqqurIZPJYGRkxCepmtLpqrtxwb+9vT2GDh3a6DlRKBS4d+8e1q9fjwsXLqCsrAwmJiaYO3cuoqKiMH78eI2Yg0EIaRolAIR0gtraWpw+fRoxMTE4duwYKisrYWhoCCcnJ/z0008YPXp0nwg2uJaYygEs123Ezs7uiRVYhUKB1NRUlJSUwMfHBw4ODt105JqHYRiUlZXxte5S6eNuUQYGBhg6dCgsLS37xGeqrRiGwe3btyESiRAYGAgrKyuVtrdcj3xuQ7atrW2XbW7XNGVlZUhMTIStrS18fX1b3PB75MgRzJs3D88//zwGDx6Mo0ePIikpCSYmJvjvf/+L8PDwLjx6QkhbUAJASCf78ccfsWzZMgwaNIjfrOjr64tp06YhKioK3t7efSJw4wJYbvCYTCZT6Y+vr6+P5ORkiMVi+Pv7w8rKqrsPWWMVFxfj9u3bMDIyAsuyfADb3a1aNY1CocDt27dRXl6OwMDARrsiKW/ILikpQVVVFbS1tVU2ZPeFKyvl5eVITEyEjY0NfHx8Wvz8HD9+HC+//DJeeeUVbNmyhb9/bm4ujh49isjISPTv37/TjlcsFmPNmjUq/ftXrlyp0r+/MTt27MCCBQsa/VpRUREtOpA+gxIAQjoJwzB477338NVXX+GDDz7Af/7zH8jlcly4cAExMTE4fPgwhEIhvLy8MG3aNEyfPr1Vf3h7A25KKbdvoL6+HgKBAFpaWvD29oaDg0OfSIrao6CgAOnp6ejXrx+8vb0BPA6GuHOp3AWHC2D74mq2QqFAUlISqqqqEBQUBHNz81Y9rq6uTmVDNoBGN772JhUVFUhISIC1tTV8fX1b/B105swZzJo1Cy+99BK2b9/eLZ+v0NBQ3Lp1Cxs2bICnpyf27t2Lbdu2Yc+ePZgzZ06Tj+MSgO3bt8PLy0vla8HBwX0i2SMEoASAkE7Dsixef/11jBs3DnPnzn3i63K5HJcvX8aBAwdw+PBhFBYWws3NjU8GAgMD+0QyUFlZiYSEBAgEAmhra6Ouro7v6c6tZlMy8Bi3MXrQoEFwc3Nr9LxIJBI+GaioqFDpzmRjY9Mr2qi2RC6XIzExETU1NQgKCmr30DhuP0tJSQlKS0uhUChgamrKz27oiqnOna2yshLx8fGwtLSEv79/i79zLly4gBdeeAFRUVHYtWtXp7T+bcmJEycQERGBvXv38m2ZgcdJQVpaGnJzc5tMSrgE4NatWwgJCemqQyZE41ACQIgGUCgUuHbtGmJjYxEbG4vc3FwMHDiQLxMaPnx4r1zFFYlESE5Ohrm5Ofz8/KCjowOxWMwPHqupqYGuri6fDKhjWFZPxLIsHjx4gIcPH8LT0xPOzs6tehw38VW5O5NyR6He2DFIJpMhMTERtbW1CA4OVts8hMb2YBgYGPCbiLnBgD0Jl3xbWFi0Kvj/66+/MH36dEyePBn79u3rttXyRYsWYd++fSgvL1dJQKKjozFnzhxcvXoVo0ePbvSxlAAQ8hglAIRoGIZhcPPmTcTExODgwYPIzMyEk5MTpk2bhsjISIwePbpbVt3UrbCwEOnp6Xy3kcaCD642u7i4mB+WpTx4rDcmRQ2xLIs7d+6gsLAQQ4YMgZOTU7ueRy6Xq2zIVigU/IZsW1vbXtGVSiaTISEhAXV1dQgODu6098S1AOaSAS5R5cquesJns6qqCvHx8TA3N4e/v3+Lx3v9+nW+w8+BAwe69UrSqFGjoFAocPPmTZXb09LS4OPjg19++QWLFy9u9LFcAmBvb4+SkhKYm5tj/Pjx+OSTT+Dj49MVh0+IRqAEgBANxjAMEhMTERMTg9jYWNy9exd2dnaYMmUKpk+fjnHjxvW4mlXlKcguLi5wd3dvVRlFY6UtXMBla2vbK5KihhiG4bsi+fr6ws7OTi3Pq1AoVFazlVti2tnZwczMrMeVtkilUsTHx0Mul3f5MLSamhr+SktlZWWbB7l1terqasTHx8PU1BQBAQEtBv/x8fGYOnUqRo0ahUOHDnV7i09PT0+4urri1KlTKrcXFRXByckJ69atw6pVqxp97KlTp/DXX39h5MiRMDMzQ0pKCjZs2IDy8nJcvXoV/v7+XfEWCOl2lAAQ0kOwLIuUlBQ+GUhNTYWVlRUiIiIQFRWFZ555ptv/MLeEYRhkZGSgoKAAXl5eGDBgQLuep76+XmUKMQCVKcSaFnC1h1wuR3JyMiorKxEQENBpXZGUW2IKhUKVPRi2trY9oqNQfX094uPj+UnI3blRlyu7KikpURnkxu0b6O4pzWKxGHFxcTAxMUFgYGCLwX9ycjLCw8MREhKCw4cPd/vxA48TADc3N5w8eVLldi4BWL9+PVauXNnq53v48CF8fX0xYcIEHD58WN2HS4hGogSAkB6IZVlkZGTwZUIJCQkwNzdHeHg4oqKi8Oyzz2pctxKuJWNZWZlaV7NlMhm/+spNe7W0tOQHj/XEOnflOvaObGJtK26gXcOOQlzwqomlLXV1dYiPjwfwuIuLJn2/uUFuXEIgl8thbGzMJ1ddfaVFLBYjPj6eHxzX0lWz1NRUhIeHw8fHB8eOHdOYMrGOlAA1JSwsDAkJCSguLlbnoRKisSgBIKSHY1kWWVlZOHDgAA4ePIgbN27A1NQUzz33HKKiohAaGgojI6NuLemQSqVITEyERCJBQEAALCwsOuV1GqtzNzc350tbNGH1siV1dXVISEiAQqFAUFDQE8PSulJtbS2fDHClLTY2NnxLzO4uP5NIJIiPj4eWlhaCg4M1+gqYcuvbkpIS/kqL8vCxzrzSUlNTg7i4OBgaGiIoKKjF4P/OnTsIDw+Hu7s7Tp06pbbN1OqwePFiREdHP7EJeN++fZg9e3azm4CbMnnyZCQnJ6OoqEjdh0uIRqIEgJBehGVZ5Obm8lcGrl69CkNDQ0yaNAmRkZEICwuDqalplyYDNTU1SExMBAAEBgZ2WUCrUCggEon4gEsul8PU1FRlCrGm1bnX1NQgISEB2traCAoK0qjV7MY6CllaWvKr2V19rLW1tYiPj4eOjg6Cg4N7VNkXy7Korq7mzyd3pYUrY7O2tlZrclVbW4u4uDjo6+sjODi4xeD//v37mDx5MgYOHIgzZ860eoZCVzl58iTCw8Oxb98+zJw5k789LCwMt2/fbrYNaGOys7Ph5+eHiRMn4uDBg51xyIRoHEoACOmlWJZFYWEh31r0ypUr0NHRwcSJEzFt2jRERETAwsKiU4PgiooKJCUlwdDQEAEBAd22QsswDMrLy/nVbKlUCiMjI9jb28POzq7Lk6LGVFdXIyEhAQYGBggMDNTogJbrj89daWEYBubm5nypUGcnedxqNhfQdveViI6SSCR8MlBRUQEAsLKy4q8OdCS54oJ/PT29Vp2rrKwshIWFwdbWFufOndPYidyhoaGIi4vDxo0b4e7ujujoaGzduhW7d+/Gyy+/DABYuHAhdu7ciczMTL517sSJE/HUU0/Bz8+P3wS8adMmVFdX49q1a9QJiPQZlAAQ0gewLAuhUIhDhw4hJiYGFy5cgEAgwPjx4xEVFYWIiAjY2NioNQgWCoVISUmBlZUV/Pz8NKZ2vLFNr1w/dzs7u05PihpTXl6OpKQkmJmZwd/fv0d1NGqsoxBX594ZyRWXKBkaGiIwMLDHB/8NSaVSleFjDMOotGtty5UriUSCuLg46Orqtir4z8nJweTJk2Fubo4///wTNjY26nhLnUIsFmP16tXYv38/ysrK4OXlhVWrVmHWrFn8febPn4+dO3ciOzsbLi4uAIC3334bZ86cQV5eHiQSCezs7DBhwgR88MEH8PT07KZ3Q0jXowSAkD6GZVmIRCIcOXIEMTExOH/+PORyOcaNG4eoqChMnToV9vb2HQra8vLykJGRgX79+sHLy0tju8go93MXCoWora2Fnp6eyhTizj72kpIS3L59GzY2NvDx8dGYRKk9GqtzNzAw4K8MdHRYVlVVFRISEmBsbNyqTaw9XWPJlaGhocrwsaZ+Tuvq6hAXFwdtbe1WlUjl5+dj8uTJMDAwwMWLF9W2SZ8QopkoASCkD2NZFpWVlTh69ChiYmJw5swZ1NfXY/To0YiMjERkZCScnJxanQwoT6x1c3PDoEGDur20prVYllUZPCYWi6Grq8sHr1ZWVmoPzouKipCWlgZHR0d4e3trbKLUHlydO5dcccOy2ns+uam1ZmZmrepd39twP6vc+ZRIJE2eTy7419LSQkhISIvBf1FREcLCwiAQCHDhwoV2D5sjhPQclAAQQgD8rwXk8ePHERMTg1OnTkEsFmPEiBF8MuDs7NxkQM8wDNLT0/Ho0SN4e3ujX79+XfwO1KthBxxtbW1+8JiNjU2HV59zc3Nx9+5dODs7w8PDo8ckSu3FJVclJSX8+eQ2vdrY2DRbnlJeXo7ExERYWlpqVDlZd+GSVW7fQFVVFd+hydLSErm5ua3ujCQUChEeHg6pVIoLFy60ezYHIaRnoQSAENKompoanDp1CrGxsTh+/DgqKysRFBTEJwPKE3xLS0tx69Yt6Ovrw8/PT6Nrh9ujrq5OZfCYlpaWyuCxttShc21bs7Ky4O7ujkGDBnXikWumuro6PnjlBrkpT85VDlrLysqQmJgIGxsb+Pr69qqrJOrCnc/i4mL+fJqbm8PBwQG2trZNzgQRiUSIiIhAdXU1Lly4wNfJE0J6P0oACCEtkkgkOHv2LGJiYnD06FGUl5fD19cXkZGRGDFiBJYvXw4zMzOcPHmyy4ZWdRepVMoHW8rtMLnBY82tuLIsi7t37yIvLw/e3t7o379/Vx22xuIGuSlveuVmN+jq6iIjIwO2trbw8fGh4L8ZUqkUcXFxUCgUcHFxQXl5OUQiEeRyOUxMTPg9GNy+lvLyckyZMgWlpaW4ePEi3NzcuvstEEK6ECUAhJA2qa+vx4ULFxATE4OYmBjU1NTA0tISM2fOxJw5czB06NA+E6g11g7TwsKC30SsvPLKMAzS0tJQXFwMX19f2Nvbd+ORaybl2Q1CoRAKhQI6OjoYMGAA7O3tYWJi0utLpdpDKpUiPj4eCoUCISEhfNtQ5fa3JSUlOHjwIA4dOoSnn34a2dnZyM/Px8WLFzF48OBufgeEkK5GCQAhpF0uXbqEyMhI9O/fH8OHD8epU6dQVFQENzc3REZGYvr06QgICOgzyYBCoVBJBuRyOd++0cbGBg8ePEB5eTn8/f1hbW3d3Yer0YqLi3H79m1YW1vD0NAQJSUlqK+v7/Z2rZpIJpMhPj4eMpkMISEhTZb7sCyL+Ph47NixA6dPn0ZhYSHMzMwwbdo0REVF4bnnnoOJiUkXHz0hpLtQAkAIabNjx47h+eefx5QpU7B7924YGhpCoVDg6tWr/BTivLw8DBw4EJGRkYiKisKwYcP6zOZNhmFQVlaG4uJivn0jADg5OWHgwIG0kt2MoqIipKamYsCAARg8eDAEAkGj7Vp1dXX5PQPW1tZ9JtFUxgX/UqkUISEhMDIyavb+NTU1eP7555Geno7ffvsN9+/fx6FDh3D16lXo6+ujsLAQlpaWXXT0PQfLsvTzSnodSgAIIW2Wm5uLbdu24aOPPmo0qGcYBjdu3OCTgaysLPTr1w/Tpk1DZGQkRo0a1et7uAOPy6W4AM3a2hrl5eWor6/ne7nb2dnB3Nycgov/r6CgAOnp6S12RhKLxSodcNTdoaknkMlkSEhIQH19fauCf4lEghdffBFJSUk4e/YsgoOD+a8JhUJcvXoV06dP79RjFovFWLNmjcrwrpUrV6oM72qNNWvW4LPPPsPQoUORmpraSUf7eAO6rq4uTE1NO+01COkulAAQQjoVwzBISEhATEwMYmNjce/ePdjb22PKlCmYPn06xo4d2+umuQKPA674+HgIBAIEBQXB0NCw0V7u+vr6KmUtfXElG/jf8LhBgwbBzc2t1UmRcoemiooKAIC1tTXfH7+lHvg9kVwuR0JCAiQSCUJCQmBsbNzs/evq6jB79mzcuHEDp0+fxogRI7roSFWFhobi1q1b2LBhAzw9PbF3715s27YNe/bswZw5c1r1HElJSRg5ciQsLCxgY2PTaQkAy7KYMmUKhg4dik2bNtFVANLrUAJACOkyLMsiJSUFBw4cQGxsLNLS0mBtbY2IiAhERUXhmWee6RUBm1gsRnx8PPT19REYGNhoZyBu7gI3eEx5UJa9vT2srKz6TDKQk5ODe/fuwc3NDa6uru1+HqlUyu/DEIlEzW7K7qnkcjkSExNRW1uL4ODgFuv2pVIp5s6di8uXL+PkyZMYM2ZMFx2pqhMnTiAiIgJ79+7F7Nmz+dtDQ0ORlpaG3NzcFksE5XI5hg0bhqeeegrJyckoLS3t1ATg9ddfh5aWFn766Sf+NkoCSG9BCQAhpFuwLIs7d+7wVwaSkpJgbm6OiIgIREZGYuLEiXw3k56koqICiYmJMDExQUBAQKuvbnCDsriyFh0dHZWylt66fyI7OxsPHjyAh4eHWvvQN7Ypm2uHaWdn1yP3YSgUCiQmJkIsFiMkJKTF4F8mk2H+/Pk4e/Ysjh07hvHjx3fNgTZi0aJF2LdvH8rLy1VKtKKjozFnzhxcvXoVo0ePbvY5Pv30U2zduhVpaWl8C9POLAE6duwY1qxZgytXrkBPT49P5B8+fAgTExPo6OjAwsKi016fkM5ECQAhpNuxLIvMzEz+ysCtW7dgamqKyZMnIyoqCpMmTYKRkZHGB2wikQhJSUmwsrLq0MRaiUSiUtbCTXltzdTcnkJ5INrgwYMxcODATnst5XaYQqEQUqm0x+3DUCgUSEpKQnV1NYKDg1usS5fL5Vi0aBGOHj2KI0eOYOLEiV10pI0bNWoUFAoFbt68qXJ7WloafHx88Msvv2Dx4sVNPj49PR1BQUGIjY1FeHg4xo8f3+kJwI0bNxAZGYlr167xV6ZWrVqF8+fPQyaTYeDAgfjPf/6DwMDATjsGQjoLJQCEEI3CsixycnL4DcTXrl2DoaEhQkNDERkZibCwMI1cvX306BFSU1Ph4OCAIUOGqK18p76+/okpr1ZWVvzgsZ5YMsWyLB48eICHDx92+UC0xvZh6Onp8XsGNLH0SqFQIDk5GZWVlQgODm5x2J5CocCSJUtw4MABHDx4EGFhYV10pE3z9PSEq6srTp06pXJ7UVERnJycsG7dOqxatarRxzIMg9GjR8PV1RV79+4FALUnAAzDICUlBXV1dQgKCuKT7PHjx+O1117D3LlzsX37dqxbtw6nTp3CzZs3ceHCBaSnp2Pv3r2dmsAS0hk067ccIV1ELBbjrbfegpOTEwwMDBAQEIB9+/a16rFCoRDz58+HjY0NjIyMMGrUKJw/f77R+547dw6jRo2CkZERbGxsMH/+fAiFQnW+lV5HIBDAxcUF77zzDq5cuYLc3FysX78e5eXlWLhwIVxcXDBr1izs2bMHFRUV0IQ1jPz8fKSkpGDAgAFqH4Smr6+P/v37Izg4GE8//TSfXGRkZODSpUuIi4tDbm4u6urq1PaanYllWdy7dw8PHz7E0KFDu3waskAggIWFBTw9PTFmzBiMGjUKAwYMQFVVFRITE3Hp0iWkpKSguLgYcrm8S4+tMQzD4Pbt26isrERQUFCLwT/DMFi2bBn279+P/fv3a0Twz2kuaW/ua1999RXu37+Pb775phOO6vFncty4cXj55ZcxatQozJ8/H2fOnAEA2NjY8P8/MzMTEydOhJubG2bPno0XXngBeXl5yM7O7pTjIqQzUQJA+qQZM2Zg586d+Oijj3Dy5EkMGzYMs2fP5leXmlJfX49nn30W58+fx7fffovDhw/D3t4ekydPxqVLl1Tue+nSJYSFhcHe3h6HDx/Gt99+i3PnzuHZZ59FfX19Z769XkMgEKB///5YtmwZLly4gIKCAnz99deoq6vD0qVL4eLiwn8vS0tLuzwZYFkW2dnZuHPnDtzc3ODp6dmpVyZ0dXXh5OSEgIAAPP300/D19YWenh4ePHiAK1eu4ObNm3j48CFqa2s77Rg6gmVZZGRkIC8vD76+vnBycurW4xEIBDAxMYGrqytGjhyJsWPHwtXVFXV1dbh9+zYuXbqExMREFBQUQCqVdvnxMQyD5ORklJeXIygoCObm5i3e/5133sHu3bsRHR2NqVOndtGRtsza2hoikeiJ28vKygA8vqrVmNzcXHz44Yf46KOPoKenh4qKClRUVEAul4NhGFRUVEAikXTo2N5++23U1dVh165duHz5MoqLi7FlyxYAwKxZs1BQUAAAcHR0REpKChISEgA8vqqho6PDX5kjpCehEiDS53SkG8XmzZvxxhtv4Nq1axg1ahSAx7W2/v7+MDExwY0bN/j7Dh8+HDU1NUhOTuY3vV27dg1jxozB5s2bsWTJkk58l70by7IQiUQ4fPgwYmJicP78eTAMg3HjxiEqKgpTp06FnZ1dpwbj3Ep2bm4uvLy8MGDAgE57rZYoFAqUlZXxZS3chld7e3vY2dnB2Ni420umWJZFeno6ioqK4OfnBzs7u249npZIpVJ+1oBIJALLsrC0tOSHj3V2RyGuJEUkEiEoKKjFzaYMw2DVqlXYvHkzdu/ejVmzZnX791zZ4sWLER0d/cQm4H379mH27NlNbgK+ePEinnnmmWafe/ny5R26OvD666+juroa27dvh56eHm7duoXRo0fjzz//hLm5OUaNGoX4+HjI5XK8/fbbMDExga2tLUQiERITE3Hr1i2a7k16HEoASJ/TkW4UkyZN4vuVK1u/fj3ef/995Ofno1+/figoKED//v2xfv16rFy5UuW+gwcPhrOzM39ZmXQMV9N95MgRxMTE4MyZM5BKpRgzZgwiIyMxbdo0ODk5qTUYYhgGd+7cQVFREYYOHQpHR0e1PXdHNbbh1cjIiN/wamZm1uWBIcMwSEtLg1AohJ+fH2xtbbv09TtKLperdBRSKBQwNTXlz6m6EyyGYZCamoqSkhIEBQW1OJ2XYRh89NFH+Prrr7Fjxw7MmzdPo4J/ADh58iTCw8Oxb98+zJw5k789LCwMt2/fbnLhpaKiAklJSU/c/tZbb6GyshLbt29H//794e7u3u5je/PNN/Hnn38iLi4ORkZGqK+vx8CBA7FlyxZMnToV48aNwyeffIJnn30Wly5dwqFDhxAXFwdHR0d8/vnncHZ2hkKh6LWdukjvRAkA6XM60o3C0dER48aNw/79+1VuP378OKZMmYLTp08jNDQUp0+fxuTJk3H8+HGEh4er3PfFF1/E1atXUVhYqN43RsCyLKqrq3H8+HHExMTg1KlTqK2txYgRIxAZGYnIyEgMHDiwQ8GRQqHgV2b9/f1hY2OjxnegXizLoqKigk8G6urqYGBgoDJ4rLMDRW4lu7S0FAEBAT1+pZRhGP5qS0lJiUqCZWtr2+GOQizLIjU1FUKhEIGBgU2Wxijf/7PPPsP69euxdetWLFy4UOOCf05oaCji4uKwceNGuLu7Izo6Glu3bsXu3bvx8ssvAwAWLlyInTt3IjMzE87Ozk0+lzo3AXNXcVmWRUREBE6ePAl9fX3Ex8cDeFwyamJigt9//52/v46ODurr66Gvr0/BP+mRev+8dEIaEIlEjQ4b4v7QNlanqvzYxv4gN3ws979N3be51yDtJxAIYGZmhtmzZ2P27NmoqanByZMnERsbi/Xr12PVqlUIDg7mk4G2TJwFHv/hV27FqOk9wAUCASwtLWFpaQlPT09UV1fzg8dyc3Ohp6fHJwOWlpZq736jXMPemmC2J+BastrY2KgkWMXFxXj48CH09fX5jkJtPacsy/JXSgICAloV/G/atAnr16/Hjz/+qNHBPwDExsZi9erV+PDDD1FWVgYvLy9ER0dj1qxZ/H0UCgUUCkWX7edRKBTQ0dFBQkICli5diocPHyIgIADffvstf59nnnkGJ0+e5P+bC/a5uQAU/JOeiBIA0ie1txtFWx/b1H01+Y90b2JsbIwXXngBL7zwAiQSCc6ePYsDBw7g66+/xocffgg/Pz9ERkYiKioKgwcPbvb7IpVKkZCQgPr6eoSEhLTYh13TcMmRmZkZ3NzcVAaP5efnQ0dHhw9cra2tOxzUKLeubE0Ne0/UMMHiJjs3PKe2trYtDnPj9kg8evSoVVdKWJbFN998g08++QTffPMNlixZovG/V0xMTPDtt9+qBNcN7dixAzt27GjxuS5evKiWY9LW1gbDMNDX18evv/7a6LTfSZMm4YsvvsC9e/fg4eGh8eeZkNagBID0Oe3tRtGWx3J/vJu6b29YCe1pDA0NMW3aNEybNg319fX4888/ERMTg59++glr166Ft7c3IiMjMX369Cf6+BcXF+PBgwdgWRbDhg2DkZFRN76TjuO633AdcGpra/nANTk5Gdra2iqDx5T3yrQGN7G2urq6Vd1regOBQABTU1OYmprCzc2NP6clJSW4ffs2tLS0YG1tzZcKKQ9z46ZiFxUVtaqsjGVZbN68GWvWrMGmTZuwbNkyCko7QEtLiw/8ufPI/TfDMPyelUePHsHT07M7D5UQtaEEgPQ5vr6+iI6O5us4OSkpKQAAHx+fZh/L3U9Zw8dy/5uSkvLEHoCUlJRmX4N0Pn19fYSFhSEsLAybN2/G5cuXceDAAezYsQMbNmyAu7s7f2WAZVnMmDED//jHP/Dvf/8bBgYG3X34amdkZAQXFxe4uLigrq6OHzyWkpICLS0tlcFjLU0hlsvlSExMRE1NTY+8UqIuyueUG+YmFAqRnp4OALC0tOSvDjx8+BCFhYWt2iDNsix+/fVXrFixAmvXrsW7775Lwb8aNHX1lkvcJk6cCBMTk+44NEI6BW0CJn1Oe7tRAMBPP/2EpUuX4vr16xgxYgSAxwFPQEAATExMcP36df6+I0aMQG1tLZKSkvjnu379OkaNGoWffvoJr7/+eie+S9IeCoUCf/31Fz+FOD8/H0ZGRnB0dMQXX3yBiRMnatyU2M7UsBUmAL4Vpp2dHV8DzZHJZEhISEBdXR2Cg4MpYGqETCZDaWkpSkpK+I5CAODg4ABXV1cYGxs3+ViWZfH7779j6dKl+OCDD/Dxxx9T8N9FuA2/DMP0qd8BpPeiBID0Se3tRlFfX4/g4GBUVVVhw4YNsLOzw+bNm3H06FGcO3cOTz/9NP8aFy9exKRJkzB16lQsXboUQqEQK1euhLm5OeLi4p4InohmOXv2LCIjI2Fvbw9dXV3cv38f/fv3x9SpUxEVFYVRo0b1qc1/XODKtcJkGAYWFhZ8MqCtrY2EhARIpVIEBwc3G8iSx8H83bt3kZeXB0tLS4jFYshkMhgbG/N7MZRbtrIsi+joaCxevBjvvfce1q9fT4EoIaTdKAEgfZJYLMbq1auxf/9+vhvFqlWrVLpRzJ8/Hzt37kR2djZcXFz424uLi7FixQocO3YMtbW1CAgIwNq1azFx4sQnXufs2bP48MMPkZSUBCMjI0yZMgWff/65xg9B6usOHjyIWbNmISoqCrt27YKOjg7i4+MRExOD2NhY3L9/Hw4ODpgyZQqmT5+OMWPGtFga05soFAqIRCIUFxejtLQUcrkcWlpa0NLSgq+vr0a3RtUELMvi/v37yMnJgY+PDxwdHfmpttwVl7q6OgiFQpw7dw5RUVGQSCRYtGgRli1bhi+//JKC/1a4dOkS/P39e+UGdEI6ihIAQghp4LPPPkNeXh5+/PHHJ1b5ub72Bw4cQGxsLNLT02FjY4OIiAhERUVh/Pjx0NPT66Yj73q1tbWIi4uDXC6HQCCAXC6HsbEx7OzsYG9vDxMTEypTUcKyLDIzM5GdnY2hQ4fCycmp0ftw8yw+/fRTPHz4EHp6ehg0aBDWr1+PyZMnd/ok4p7ujz/+wMyZM3HmzBlMnDiRevUT0gAlAIQQ0gD3a7GlwJVr3chdGUhOToaFhQUiIiIQGRmJZ599tlduGuZIJBLEx8dDS0sLQUFB0NPTUxk8Vl9fD0NDQ75MqKNDsnqDzMxMZGVlYciQIejXr1+L9z9+/DiWLVuGQYMGgWVZXL9+HUZGRnjuueewfv16DB48uAuOumcaPXo0KisrERcXB0NDQ6rfJ0QJ/SQQQkgDyu0AW7rf0KFD8eGHHyIxMRH37t3DihUrcPfuXbz00ksYNGgQFixYgEOHDqG2trYLjrzrcCv/2traCA4OhoGBAd8xyMvLC+PGjcPw4cNhZ2cHoVCIW7du4cqVK8jIyEBZWRkYhunut9DlsrKykJWVBW9v71YF/2fOnMHcuXMxadIkXLlyBX///TcKCgrwxRdfQCwWd8k+C7FYjLfeegtOTk4wMDBAQEAA9u3b1+Ljzp07h0mTJsHJyQn6+vqws7PDhAkTcOLEiU493kOHDvGdlj744AOUlZVh8eLFfJmaMm4DNqcvfiZJ30VXAAghRM1YlsXDhw/5bkJ///03jIyMMGnSJERFRWHy5Mk9ujSmpqYG8fHx0NPT41f+m8OyrMqQLLFYDF1dXZXBY719ZTY7OxsPHjyAl5cXBgwY0OL9//zzT7z44ouYPn06fv/99zbPYlCX0NBQ3Lp1Cxs2bICnpyf27t2Lbdu2Yc+ePZgzZ06Tj/vvf/+Lv//+G6NGjYKDgwPKysrw888/48yZM9i1axfmzp2r1uNkGAZ5eXkYNGgQvvvuO7z55puoqanBmjVrcODAAaxfvx4vv/xyoz9zhw4dwvDhwxstxyKkt6IEgBBCOhHLsigoKEBsbCxiYmLw119/QU9PDxMnTkRkZCTCw8N7VGmMWCxGfHw8DAwMEBQU1K7Nz8pTiKuqqqCjo6MyeKy31Wo/fPgQ9+/fx+DBgzFw4MAW73/lyhXMmDEDYWFhiI6O7rYN5idOnEBERAT27t2L2bNn87eHhoYiLS2t2ZbJjZHJZBg0aBBcXV1x+fLlzjhkrF69Grt378aJEycwdOhQVFRUYNy4cdDT08ORI0fQr18/lVKgAwcO4KWXXsKrr76KLVu2QEdHp8f8LBLSEZQAEEJIF2FZFo8ePcKhQ4cQExODixcvQltbG8888wyioqIQHh4Oa2trjQ1AqqurER8fD2NjYwQGBqplVVoikfCDxyoqKqClpaWSDPT07kq5ubm4e/cuPD09+XbCzbl+/ToiIyMxYcIE/PHHH926oXzRokXYt28fysvLVb7X0dHRmDNnDq5evYrRo0e36Tl9fHxgZ2eHP//8U92HCwCIj4/H4sWLMXPmTLzzzjvQ1tZGamoqxo4di5deeglbtmwB8L9JvwAwYcIEZGZm4u7du716zw4hynr3NVdC+qD21uwCgFAoxPz582FjYwMjIyOMGjUK58+ff+J+48eP5+vklf9NnjxZ3W+nVxEIBHB0dMSSJUtw9uxZFBUV4ccff4RAIMCyZcvg5uaGadOm4ddff0VxcTE0aX2G20xpamqKoKAgtZWkGBoaYuDAgRg2bBieeuopDB48GAqFAmlpabh06RISEhKQn58PqVSqltfrSnl5ebh79y48PDxaFfzHxcVhxowZGDt2LPbv39/t3aRSU1Ph7e39xPfaz8+P/3pLGIaBXC5HYWEhPvroI9y7dw/vvPNOpxwvAAQHB2Ps2LH49ttvUVVVBQDw9PTE+++/j127dmHz5s0AHv8scp+p3377DQzDYNu2bZ12XIRoGroCQEgv096a3fr6eoSEhKCiooIfcvbjjz/i+PHjTww5Gz9+PPLy8rBnzx6V57CwsICXl1envbfeimVZVFRU4MiRI4iJicHZs2chlUoxZswYREVFYdq0aXB0dOy2KwMVFRVITEyEubk5/P39u6RERyaTqUwhZhhGZQqxpq/U5ufn486dO3B3d8egQYNavH9SUhIiIiIQEhKCw4cPw8jIqAuOsnmenp5wdXXFqVOnVG4vKiqCk5MT1q1bh1WrVjX7HJMnT8bp06cBAGZmZtixYwemT5/eKcfLlfZUVVVh7NixGDFiBLZs2QKBQICsrCy88cYbEIlE+OGHHzB8+HD+cTU1NdiwYQNeeukl+Pr6dsqxEaJpKAEgpBfpSM3u5s2b8cYbb+DatWsYNWoUAEAul8Pf3x8mJia4ceMGf9/x48ejtLS0VSuApG24HvDHjh1DTEwMTp06BYlEgpEjR2LatGmIiorCgAEDuiwZKCsrQ1JSEiwtLeHv798tm3XlcrnK4DGFQgFzc3M+GdCEYFlZQUEB0tPT4erqCjc3txbvn5qaivDwcPj6+uLYsWMaM0XZ09MTbm5uOHnypMrtXAKwfv16rFy5stnnuH//PioqKlBUVITdu3fj0KFD2Llzp8rvJ3WTy+VYt24dDh48iD179mDIkCEAgPPnz2PGjBmYM2cOfvjhB5XfhVKpFHp6eiqlQYT0ZpQAENKLdKRmd9KkScjLy0NGRobK7evXr8f777+P/Px8vnUhJQBdRywW4+TJk4iNjcXx48dRXV2N4OBgREVFITIyEq6urp0WsIhEIiQlJcHGxga+vr4a0alHoVCgrKyM30Qsl8thYmLCDx4zNjbu1gCusLAQaWlpGDRoENzd3Vu8/507dxAWFgZPT0+cPHkSpqamXXCUrTNq1CgoFArcvHlT5fa0tDT4+Pjgl19+weLFi9v0nGFhYbhx4wZKS0s79fMkEong6+uLqKgovuwHAL777ju89dZbSEhIQEBAQKe9PiGarvt/mxNC1KYjNbupqan8/Rp7bFpamsrtmZmZsLKygo6ODtzc3LB69WpIJJKOvgXSgImJCV588UVER0ejuLgYBw8ehLe3N7788kv4+flh9OjR2LhxI+7evavWPQMlJSVISkqCnZ2dxgT/AKCtrQ1bW1sMHToUTz/9NIKCgmBhYYH8/Hz8/fffuHbtGu7fv4/Kysou30NRVFSEtLQ0uLi4tGrl/969e5gyZQpcXV1x/PhxjQr+AcDX1xd37tyBXC5XuT0lJQXA4w29bTV8+HCUl5ejpKRELcfYGIVCAWtra2zcuBGHDh3iS5AAYPbs2Thy5AgF/6TP04zf6IQQtRCJRLCysnridu42kUiklseOHTsWX331FWJiYnDkyBGEh4dj06ZNmDx5Mg3T6USGhoaIiorCrl27UFRUhGPHjiE4OBg//vgjgoKCMHz4cHz66adIS0vr0PdBKBQiOTkZDg4O8PHx0ZjgvyEtLS1YW1vD29sbTz31FIYNGwYbGxs8evQIN2/exF9//YW7d++ivLy805OBR48eITU1Fc7OznB3d2/xKkRWVhamTJkCJycnnDx5Eubm5p16fO0xffp0iMVixMTEqNy+c+dOODk5YcSIEW16PpZlcenSJVhYWMDa2lqdh6qCK+0ZMWIE+vfvr7KHwdbWFlOmTAFAg79I39Y9k0UIIZ2mucCjpaCktY/99NNPVb4WHh4OFxcXvPvuuzh8+HCnbfIj/2NgYICIiAhERERAKpXi0qVLiImJwW+//Yb169fDw8MDkZGRiIqKalPtPhfI9uvXD15eXj2mHlogEMDCwgIWFhbw9PREdXU1hEIhiouLkZubCz09Pdja2sLe3h6WlpZqTWqKi4uRmpqKgQMHwsPDo8VzlpOTg4iICFhbW+P06dOwtLRU27GoU1hYGCZNmoQlS5agqqoK7u7uiI6OxqlTp7B7924+0F64cCF27tyJzMxMvttRZGQk/P39ERAQAGtraxQWFmLHjh24dOkSfvzxR7UONlPu6y+Xy/nn9vT0xIIFC7Bs2TLMnj1bZeMvAI1NbAnpCpQAENKLWFtbN7rKX1ZWBgCNrvCr47EAMHfuXLz77ru4fv06JQBdTE9PD5MmTcKkSZPwww8/4K+//kJMTAyio6PxxRdfwMXFBdOmTcP06dMREhLSZODD1a8PHDgQnp6ePSb4b0ggEMDMzAxmZmZwd3dXmUJcUFAAHR0dlSnEHelqJBQKkZKSgv79+7fqnOXn5yMiIgImJiY4e/YsbGxs2v3aXSE2NharV6/Ghx9+iLKyMnh5eSE6OhqzZs3i76NQKKBQKFSusowZMwYHDhzADz/8gKqqKlhYWCAkJATHjh1DRESEWo+R+zxv2bIFN2/ehImJCcaNG4fp06djyZIlOHHiBD744APs27dPY5MtQroabQImpBdZvHgxoqOjn9gEvG/fPsyePbvZTcChoaHIy8vDnTt3VG7fsGEDVq1ahYKCAjg5OTX52sXFxXBwcMDKlSuxfv169bwh0iEKhQLXr19HbGwsYmNj8fDhQwwYMABTp05FVFQURo4cyQe/W7duhbW1NXx9fVtVwtJT1dbW8slAZWUltLW1VQaPtWVluqSkBMnJyXBycoK3t3eL56yoxqbpvAAAJzpJREFUqAhhYWEQCAS4cOFCsz9P5EnKK/0N7d+/H4sXL8YXX3yBc+fOgWEY9OvXD19++SVfrnj+/HmN6xhFSHehBICQXuTkyZMIDw/Hvn37MHPmTP72sLAw3L59u9k2oD/99BOWLl2K69ev87W9crkcAQEBMDExwfXr15t97U2bNuHf//43Dh06hMjISPW9KaIWDMMgLi4OMTExiI2NxYMHD+Dg4ICpU6dCIBBgy5Yt+PDDD7FixYpeG/w3VFdXx88aKC8vh0AggJWVFezt7WFjY9PsIK7S0lIkJSXB0dERQ4YMafGcCYVChIWFQSaT4cKFCxgwYIC6306f8fvvvyMsLAy2trYAgMOHD+POnTvw8/NDeHg4JBIJTp8+jT179mDevHmYNm0aSktLYWNjQ20+Cfn/KAEgpJcJDQ1FXFwcNm7cyNfsbt26Fbt378bLL78MoPGa3fr6egQHB6OqqoofBLZ582YcPXpUZRDYlStX8Nlnn2H69OlwdXVFXV0dTp48iS1btuDpp5/G2bNnqbZWwzEMg+TkZMTExGDr1q0QCoUIDAyEv78/oqKi8PTTT3f7FNquJpVKVQaPAVAZPKavr8/fl2uPam9vj6FDh7YYUIpEIkRERKC6uhoXLlyAi4tLZ76VXotlWVRWVuLVV1/F/v37+e/JhAkTcPHiRXz66ad4//33ATxO7v71r3+hrq4Ou3bt4h9PwT8hj1ECQEgvIxaLsXr1auzfv5+v2V21apVKze78+fOxc+dOZGdnqwQjxcXFWLFiBY4dO4ba2loEBARg7dq1mDhxIn+fBw8eYPny5UhOTkZpaSkEAgE8PDwwa9YsvPPOOyqBEtFsn376KT744AOsWLECRkZGiI2Nxe3bt2FpaYmIiAhERkZiwoQJGj91V91kMhlKS0shFApRWloKhmFgYWEBOzs76OnpIT09HXZ2dvDx8WkxoCwvL8eUKVNQWlqKixcvtqo9KGlcwwD+r7/+go+PDywsLPDyyy/j6tWruHTpEr+ocezYMWzfvh27d++GoaFhdx02IRqJEgBCCOmDuJKtzZs3Y8mSJQAeB1j379/HgQMHEBsbi/j4eJiZmSEsLAyRkZGYNGlSn6uhVigUEIlE/L4BhUIBHR0dODs784PHmlJZWYlp06ahoKAAFy9ehKenZxceee/BBf7KCYBcLsfIkSNhb2+PXbt2wcrKClFRUUhISMA777yDgIAAzJs3DwsXLsRHH33Uze+AEM1DCQAhhPRB6enpiI+Px7x58xr9OsuyyM7ORkxMDA4ePIi///4bxsbGCA0NRVRUFCZPntztU3e7Unl5ORISEmBqagpjY2OUlJRAJpPB2NiYn0JsYmLCn4/q6mpMnz4dmZmZuHDhAoYMGdLN76Bn467E2NnZIS4uDi4uLtDR0UFkZCQsLS2xdetW2Nra4tVXX8WuXbvw3nvvYciQIXj11VcBUPkPIQ1RAkAIIaRZLMsiLy8PsbGxOHjwIP766y/o6+vj2WefRVRUFMLDw2FmZtZrA6yKigokJCTAysoKfn5+0NLSAsuyKC8v568M1NfX448//oCWlhamTZuGb7/9Fnfu3MH58+fh7+/f3W+hx2JZFgqFAhMnToS3tzdCQkKwfPlyXL9+HT4+PhCLxYiIiICpqSm2bdsGBwcHvPbaazhx4gT+/vtvODs7QyaTQVdXt7vfCiEahRIAQgghrcayLIqKinDw4EHExsbi0qVL0NbWxoQJExAZGYmIiAhYWVn1mmSgsrISCQkJsLCwaHKgGsuy/Ob5P/74A0VFRdDW1saMGTPw+uuv46mnnlLr4Ku+SCQSYfTo0cjKysKvv/6KV155BQqFAtra2qirq8PUqVOhra2Nn3/+GS4uLnj11Vdx7tw5nDp1Cr6+vt19+IRoHEoACCGEtAvLsigpKcHhw4cRExODP//8EyzL4umnn0ZUVBQiIiJgZ2fXY5OBqqoqxMfHw9zcHAEBAS12t6qrq8OsWbNw9+5dhIaG4vr160hNTYW1tTVmzJiBX375pceei+7EreBHRkYiLS0NYWFhWLFiBQYMGMB/TSaTYezYsZgzZw6WL18OAHj++ecBADExMd15+IRoJEoACCGEdBjLsigrK8PRo0cRExODs2fP8kFZZGQkpk2bBkdHxx4TAFdXVyMuLg5mZmYICAhocVqwVCrF3LlzcfnyZZw8eRJjxowBANy7dw8HDx5EXl4efvjhh04/brFYjDVr1qh0AVu5cqVKF7DGxMbG4o8//sCtW7dQUFAAe3t7jBkzBv/5z3/g4eHR6cfdGnK5HAzDYPTo0fD29sa6dev4eQolJSX8XABCSMsoASCEEKJWXEnMsWPHEBsbi1OnTkEikWDUqFGYNm0aIiMjMWDAAI1NBqqrqxEfHw8TExMEBga2GPzLZDK+5OT48eP8zIzuEBoailu3bmHDhg3w9PTE3r17sW3bNuzZswdz5sxp8nEjRoyAg4MDoqKi4Orqiry8PKxbtw55eXm4fv06hg4d2oXvQhW3gZdb7RcKhZg2bRpcXV2xbNkyvPXWW3jhhRfw7rvvAng85wIAf8WmuQnChPRVlAAQQnqU9q5w5ufn44svvkBiYiKSk5NRWVmJ7du3Y/78+Y3e/9y5c/jggw+QnJwMIyMjTJkyBZs2bYKdnV0nvKveTSwW48SJE4iNjcWJEydQXV2NkJAQREVFITIyEoMGDdKYZEAsFiMuLg7GxsYICgpqMfiXy+V47bXXcOzYMRw5ckRlZkZXO3HiBCIiIrB3717Mnj2bvz00NBRpaWnNTgIXCoVPfLYLCwvh4uKCV155Bdu2bevUY28tru6/vLwc8+fPB8Mw0NbWxqFDh7r70AjpUSglJoT0KDNmzMDOnTvx0Ucf4eTJkxg2bBhmz56NvXv3Nvu4Bw8eYM+ePdDT00N4eHiz97106RLCwsJgb2+Pw4cP49tvv8W5c+fw7LPPor6+Xp1vp08wMTHBSy+9hH379uHRo0eIjY2Fl5cXvvjiC/j6+mLMmDHYtGkT7t69i+5ck6qpqUF8fDyMjY1btfKvUCiwdOlSHDlyBDExMd0a/APAwYMHYWJighdffFHl9gULFqCwsBA3btxo8rGNJbZOTk7o378/8vLy1H6s7aWtrQ2FQgFLS0vExMTg119/5YN/hULRvQdHSA9CVwAIIT1GR1Y4lcsA4uLiMGzYsCavAAwfPhw1NTVITk7mu7dcu3YNY8aMURmcRTqmrq4O586dQ0xMDI4cOYKysjIMHToUkZGRiIqKgre3d5eVbtTU1CAuLg6GhoYICgpqsWsPwzD417/+hT179uDAgQOYNm1alxxnc0aNGgWFQoGbN2+q3J6WlgYfHx/88ssvWLx4caufLysrCx4eHli+fDm++uordR/uE7jV/daU7DTs609lPoS0Df20EEJ6jI6scLY2OCgoKMCtW7cwb948lSBw9OjR8PT0xMGDB9t38OQJBgYGmDJlCrZv346ioiKcPn0aY8aMwbZt2zB8+HAEBwfjP//5D5KSkvi67s5QW1uL+Ph4GBgYIDAwsFXB/zvvvIPdu3cjOjoaU6dO7bRjawuRSAQrK6snbuduE4lErX4uuVyOhQsXwsTEBG+//bbajlGZ8vojF/xnZ2c3m2xwj2lYMkbBPyFtQz8xhJAeIzU1Fd7e3k8EaH5+fvzX1fEays/Z8HXU8RrkSXp6eggNDcUvv/yCgoICXLhwARMnTsSePXswZswY+Pn54f3338etW7fUmgxIJBLEx8dDT08PQUFBLQ6MYhgGq1atwq+//opdu3ZhxowZGrN/AXgyMG7t15SxLIuFCxfiypUr+P333/lOOx3V8PsmEAj4QV/a2trIzc3F6NGjsXLlSuTm5oJhGP4xtbW1bXoPhJDmUQJACOkx1LnC2dxrKD9nw9dRx2uQ5uno6GD8+PH48ccfkZubiytXriAyMhKHDh3C+PHjMWTIEKxYsQLXrl3rUN23RCJBXFwcdHR0EBwc3Krg/8MPP8TmzZvx22+/YebMmRoVkFpbWzf6+SwrKwPQ+Ge6IZZl8dprr2H37t3YsWMHIiMj1XZ83Cr9+vXrsWnTJgCPA3ptbW0UFBRg2LBhmD59OubMmQMLCwtoaWlBS0sLlZWVWLx4MW30JUSNKAEghPQo6ljh7MjraFLA1xdoa2tj7Nix+Prrr5GVlYXr169j5syZOHXqFCZNmoTBgwfj7bffxuXLlyGXy1v9vHV1dYiPj2918M+yLD777DN888032LJlC+bNm6dxnwVfX1/cuXPnifOQkpICAPDx8Wn28Vzwv337dmzbtg1z585V+zGKRCJs374d+/bt46+micViTJkyBQsXLsTmzZtRVFSE0tJS/jGlpaUQiUR09Y0QNaIEgBDSY6hjhbM1rwE0fjWhrKxMLa9B2kdLSwsjRozA559/jnv37iE+Ph4LFizA5cuXERYWBnd3d7z55ps4e/YspFJpk89TV1eHuLg4aGlpITg4GHp6es2+Lsuy2LhxIzZs2IAff/wR//jHPzQu+AeA6dOnQywWPzH5dufOnXBycsKIESOafCzLsli0aBG2b9+OX375BQsWLFD78bEsC2tra+zbtw93797F999/D+Bxl6j169dj3bp1AB5vyOZ+pgHAzc0NH3zwAXbt2oXy8nLq9kOIGlACQAjpMTq6wtka3HNwz9nwddTxGqTjtLS0EBQUhM8++wzp6em4ffs2li5diri4OH6Y1T//+U+cOHFCpXVrbm4uduzYAYFA0Org/5tvvsHatWvxzTff4PXXX9fI4B8AwsLCMGnSJCxZsgRbt27FhQsXsHjxYpw6dQqbNm3iO2QtXLgQOjo6yMnJ4R+7bNky/Prrr1iwYAF8fX1x/fp1/l9iYmK7jqexvRoKhQJBQUHYsGEDtm7dis2bNwMAJk+eDIZhUFdXBxMTEz4Rf//993H27FmMHj0aV69ehaWlZYvtWQkhrcASQkgPceLECRYAu2/fPpXbJ0+ezDo5ObFyubxVz3Pr1i0WALt9+/ZGvz58+HDWx8dH5fn+/vtvFgD7008/tfv4SedjGIbNyMhgP/30UzY4OJgFwJqbm7OzZs1if/75Z3bgwIGsq6srKxQK2Zqammb/icVidtOmTSwAdtOmTSzDMN399lpUXV3NLlu2jHVwcGD19PRYPz8/Njo6WuU+r776KguAzc7O5m9zdnZmATT6z9nZuUPHdPLkSZXXYlmWzcvLY1988UW2X79+7KVLl1iWffy9UygU7IsvvsiWlZWxq1atYq2trdmKigr+64QQ9aAEgBDC/2FVKBTdfCQtmzRpEmtpaclu2bKF/fPPP9lFixaxANjdu3fz9/nHP/7Bamtrsw8fPlR57B9//MH+8ccf7MaNG1kA7BtvvMHfpuzChQusjo4OO336dPbs2bPsnj172AEDBrA+Pj5sXV1dl7xP0nEMw7APHjxgN27cyAYHB7M6OjqslZUVO336dPb3339ni4uLWbFY3GTw/80337AA2E8//ZSCz3ZgGIb966+/WIFAwH755ZesXC5XOY+nTp1iTUxM2FmzZrE5OTn87S+//DI7ZMgQdsCAAWxJSQnLsmyrk3tCSOtQAkBIH8b9Ma6vr2erqqq6+Whap70rnCzLNrnC2djF0DNnzrAjR45kDQwMWCsrK/aVV15hi4uLO/OtkU5SWlrK+vv7s/3792c/+OADdty4caxAIGANDQ3ZqVOnsr/++itbWFjIJwNisZjdvHkzC4D94IMPKPjvoBkzZrCOjo7snTt3WJZlWalUyn/tlVdeYc3NzdktW7awLMuyMpmMnTRpEtuvXz8++JfJZF1/0IT0cjQJmBCCtWvXYtOmTYiNjcWkSZOe+DrbYOomIT1FRUUFJkyYgNLSUly+fBkuLi5gWRaFhYU4ePAgYmNjcfnyZWhra+PZZ59FZGQkJBIJ/u///g8rVqzAunXraMhUO3H9/bOysjBlyhQYGhri2rVr0NfXh1wuh46ODpYtW4YffvgBJiYmyM3NhYWFBe7evQtzc3M4ODjwz0EIUS/6rUZIH5eTk4Nff/0V06ZNw5AhQwCA76CSnZ0NkUhEwT/psQwNDTF8+HBcuHABLi4uAB63cu3Xrx/efPNNnD9/HgUFBfj++++hUCjwxhtv4O2338a8efMo+O8gLnB3dnbG//3f/yE3NxerVq2CTCaDjo4OGIaBubk59u7di5s3b8LCwgIKhQKDBw+m4J+QTkZXAAjpwyQSCdauXYsvv/wSN27cQEBAAIDH3Tu0tLTwzDPP4OHDhzhx4gS8vb2792AJ6WQsy6KkpAQff/wxvvvuOwo+1aimpgavvPIK/v77b3z77bd44YUXcOrUKXz88cf4/fff4enpSVcaCelClAAQ0gdxAf6JEyfw+uuv4+mnn8auXbv42wHgxo0bGD16ND7++GOsWbOmm4+YENJTcYF9eXk5RowYgZycHPj6+iItLQ2//fYbZs+e3d2HSEifQwkAIX0Q9wc5NDQUubm52LVrF4YNGwaZTAZdXV08evQIixcvRk5ODg4ePAhXV1e+ZpcQQtqKW1yoqKjAhx9+CD09PUyYMAHh4eG08k9IN6C/5oT0QQKBAJmZmTh37hzWrl2LYcOG8bcDwOHDh3H69Gls2bIFrq6uAMAH/9wUTiqPIIS0lpaWFhiGgYWFBb777rvuPhxC+jza3URIH8Nd9Lt8+TIA1em5Ojo6yM3Nxeeffw5fX1+8+uqrAIDvv/8ely5dAvA48KfgnxDSVk1tqKbVf0K6HiUAhPQx3B/bkSNHwsPDAydPnkR9fT0KCgoQExODxYsXo6SkBMuXLwfweKNwTU0NXn31Vdja2uK1117DlStXuvMt9HpisRhvvfUWnJycYGBggICAAOzbt6/Fx+Xn5+Ott97C008/DQsLCwgEAuzYsaPR+44fPx4CgeCJf5MnT1bzuyHN6YrvNSGENEQlQIT0UV5eXli7di3Wrl0LDw8PRERE4N69e7hw4QKWLl2K5557DsDjNoorV67EypUrcfLkSUyfPh03b97EmTNn4ODg0M3voneaMWMGbt26hQ0bNsDT0xN79+7F7NmzwTAM5syZ0+TjHjx4gD179iAgIADh4eGIjo5u9nVcXV2xZ88eldssLCzU8RZIK3XV95oQQpTRJmBCCMrLy1FYWIjMzEzMmDEDiYmJ8PX15b9eWFiIHTt24PLlyxg/frzKzIDWoH7erXfixAlERETwgSAnNDQUaWlpyM3NbfJcKndxiouLw7Bhw7B9+3bMnz//ifuOHz8epaWlSE1N7ZT3QVrWVd9rQghpiEqACOnD5HI5GIaBpaUlhg4dimnTpqGyspIP/isqKvDTTz9h7ty5iI+Px5dffomVK1c2G/zL5XIAQGpqKr/fgIL/1jt48CBMTEzw4osvqty+YMECFBYW4saNG00+loZW9Sz0vSaEdBf6DUJIH6ajo6MSSDAMAyMjIwDAgQMHMG/ePBQUFGDTpk2IiYnB0KFD+SnBDMOgsQuIXLAfHByMDz74AKtWrcLOnTuhUCjAMAx/P4VC0ejj+7rU1FR4e3s/0XLVz8+P/7q6ZGZmwsrKCjo6OnBzc8Pq1ashkUjU9vykeV35vSaEEGWUABBCeFpaWvwm4a+//hrHjx9HRkYG6urq+Pvo6ek9cV8OwzAQCAS4e/cuZDIZsrOz4ejoiJMnT0Iul0NLSwtXr15FTU0NtLW11dL9g0sifv31V2RlZXX4+bqbSCSClZXVE7dzt4lEIrW8ztixY/HVV18hJiYGR44cQXh4ODZt2oTJkyerJGqk83TV95oQQhqiBIAQ0qirV68iKysLgwYNwrx582BnZ4eMjAwAwHvvvYe1a9eqJAYA+MDxp59+wrhx4/Ddd99h2bJl2LdvH9LT0zF16lS8/fbb6N+/P/75z39CJpM98boMw/CzBgC06irB6dOnsWjRIhw/frxXXFVoLjFSV8vETz/9FEuWLMEzzzyD8PBwfP/999iwYQMuX76Mw4cPq+U1SMu64ntNCCENUQJACHkCV97j4uKCzz//HNnZ2UhISICXlxeSk5Nx8+ZNaGlpwcDAQOVxXPnP/v37sWjRIlhbWwMAHj16hA8++ABWVlb4+++/8eDBA+Tn5+Po0aP8YyUSCaqqqqClpaWyZ0AgEODevXtPHCOXJPz111/49NNP8dJLL+Ff//oXBAIBvw+hJ7K2tm505besrAwAGl0xVpe5c+cCAK5fv95pr0H+pzu/14SQvo0SAELIE7jyHpZl+Y3C/fv3BwAcO3YMw4cPx+rVqwH8b4WeZVkIBAI8ePAAFRUVmDJlCv98iYmJKCsrw7p166CtrQ1ra2vIZDLEx8cDAPbt24c33ngDQ4YMQXBwMP7880/+saWlpRgxYgRSUlJUrgxwScKaNWtgYGCA999/n/9aw5rqnsTX1xd37tx5IolJSUkBoDq4rbPQBtOuoQnfa0JI30S/5QkhTRIIBE9sFF69ejU2btwI4H9BP/C/8p8vvvgCQ4YMgYWFBX9bXl4e9PX10a9fP/5xlpaWcHBwwJ07d/Dee+9h8ODBSEtLw7x587BlyxawLIsrV67gjTfeQFBQEHx9fVWuDEgkEvzwww/4+++/8dlnn/EbJ/fs2YNdu3Y9UcfesLRIU02fPh1isRgxMTEqt+/cuRNOTk4YMWJEp732zp07ATweEkc6X3d+rwkhfVvPXSYjhHQbLiFQrlHmgvOJEyciKipK5f6PHj1Sqc3/+++/UVdXB0tLS5w/fx7e3t7497//DQD4xz/+gTVr1iAjIwODBw/G5cuXUVVVhX79+uHbb7/F1KlToa+vj8OHD2PLli1YtmwZhg8fDuBx29Lo6Gj8/fffmDdvHv96dXV1T5QrAaoJjKYICwvDpEmTsGTJElRVVcHd3R3R0dE4deoUdu/ezZ/nhQsXYufOncjMzISzszP/+AMHDgAAvyE6Li4OJiYmAIAXXngBAHDlyhV89tlnmD59OlxdXVFXV4eTJ09iy5YtmDBhAqZOndqVb7nP6orvNSGENIolhJBOlpeXx4aGhrKff/45GxcXx/r4+LBvvvkmW1hYyM6bN4/97LPP+PumpKSwzzzzDJucnMxWVFSwbm5u7O3bt9lTp06xp06dYhmGYSsrK1kXFxd2wYIFbH5+Pv/Yu3fvsl5eXuy//vUvlecbPXo0+/TTT7P379/v0vfdXtXV1eyyZctYBwcHVk9Pj/Xz82Ojo6NV7vPqq6+yANjs7GyV2wE0+Y9z//59Njw8nO3Xrx+rr6/PGhgYsL6+vuxnn33G1tXVdcVbJP9fZ3+vCSGkMTQJmBCiVsoTSpUdP34cX3zxBWpqavD888/jn//8JywsLODt7Y0VK1ZgwYIFAIDvvvsO165dw/fff48//vgDBw4cwMGDB2Fubg7gcWvETz75BNHR0UhJSYG9vT3/Gn/++ScmTZqEs2fPYsKECcjIyMB7772H48ePw9fXF1u3buWvFty7dw+GhoYYMGBAF5wVQgghRHNQCRAhRK2a2kAaERGBiIiIJ8puli1bhtOnTyM0NBRCoRCfffYZPv30U9ja2iI2NhbPPfccTExM+Mf98ssvOHPmDD7++GPY29tDoVBAW1sbLMvi9u3bMDY2xpgxY1BbW4vXXnsNpqamiIyMhJWVFQYOHAjg8abkyMhIODs7Y9++ffzeBEIIIaQvoE3AhJAuoVAooFAonqi5nzFjBrS0tODn54dVq1bhlVdewaJFi/Do0SNkZWVh4sSJfFeilJQUbNiwAXPnzuVbVnLPx7Iszpw5g6lTp6KoqAiLFi1CfX091qxZAz09PZiZmcHBwQEVFRVYsGABHBwcEBsb26rgn9tQXFtbi4sXL2LJkiXYvHkzxGKxms8SIYQQ0vnoCgAhpEsod/BRZm9vj7179wJ4vFnYwcEBAFBVVYUhQ4YgJycHwcHByMzMxLJly+Dm5sa3IAX+d8WhpqYG8fHx+Pe//40lS5agvr4e27Ztg7a2Nh4+fIhZs2ZBJBJh4cKFqKmpwZ49e2Bra9umjcCrV6/GwYMH4e3tjXPnzuHKlSvYsmULTE1NO3JqCCGEkC5FCQAhpFtxQ8e0tbX54B8ABg0ahLFjx2LmzJl49913ERAQAGNjY7z33nsAoFL6IxAIkJmZiZKSEhw8eBBZWVm4evUqXFxc8Ntvv0EikcDLywuLFi1CXl4efvrpJwwdOrTVwb+WlhZqa2vx/fffY+fOnZgyZQqysrIwZswYzJs3D+Hh4Sp7HyorK/k9C4QQQoimoRIgQki3ajj5l6Orq4uVK1dCJpNh6dKlmDlzJo4dO4bJkycDePKKwpkzZwAA1dXV2LJlC1xcXFBZWYmcnBzI5XLs3r0b586dw2+//YaJEycCQKuCf6785/z58zA1NcX06dNhbm6OwMBAODg4oL6+nn8fwONNzJ6enjh8+HA7zwghhBDSuegKACFEI7EsC4VCAR0dHQwYMAByufyJoWTA/4L4119/Hfr6+hgzZgxCQkIAPF6JT0lJQUZGBq5du4Zvv/0W/v7+Kqv13PM2hbsfwzCwsrLC/fv34e/vjx07dsDa2hp6enoAHk8s/vnnn/HNN99gy5YtCA8PV/s5IYQQQtSBrgAQQjQSN4WY01yQDgBmZmZYvnw5H/wDgFQqxbVr1wAAb731Ft9qVLn7cUvPy3n22Wdhb2+P0NBQzJo1C++99x5GjBiBiIgICIVCLF68GMePH8fvv/+OGTNmQFdXt9Xvta8Si8V466234OTkBAMDAwQEBGDfvn0tPi42NhazZ8+Gu7s7DA0N4eLigpdffhn3799v9P7nzp3DqFGjYGRkBBsbG8yfPx9CoVDdb4cQQnoMmgNACOkVWJYFy7JPXCGoqalBeno6hg0bxt/GXQF45ZVXMHLkSCxevLhViYBcLsfPP/+MK1eu4KmnnsKiRYtQUFCAKVOmwNvbGx9//DGGDh3KH4+mTRnWNKGhobh16xY2bNgAT09P7N27F9u2bcOePXswZ86cJh83YsQIODg4ICoqCq6ursjLy8O6deuQl5eH69ev898DALh06RImTpyIiIgIvPHGGxAKhfj3v/8NS0tLxMXFQV9fvyveKiGEaBRKAAghvZZyEN4wIM/MzISHhwf8/f0RHx/f5PwCTmMDzk6dOoX33nsPQ4YMwb59+1Req7FkhPzPiRMnEBERgb1792L27Nn87aGhoUhLS0Nubm6TnaOEQiHs7OxUbissLISLiwteeeUVbNu2jb99+PDhqKmpQXJyMp/kXbt2DWPGjMHmzZuxZMmSTnh3hBCi2eivEyGk11IO+AUCAV/6k5OTg5UrV8LV1RVffvkltLS0+M2+TeGCee451q5dixUrVmDGjBn473//i6qqKhw8eBA5OTkQCAQU/Lfg4MGDMDExwYsvvqhy+4IFC1BYWIgbN240+diGwT8AODk5oX///sjLy+NvKygowK1btzBv3jyVKzyjR4+Gp6cnDh48qIZ3QgghPQ/9hSKE9BlcQnDlyhUIhUL8/PPPmDBhAoCmJxg3xDAMVqxYge+++w7r16/Hxx9/jIsXL+K5557D999/j5CQECxYsACVlZWd9j56g9TUVHh7ez9ReuXn58d/vS2ysrKQk5OjUv7DPQf3nA1fp62vQQghvQUlAISQPmfu3Lk4fvw43w60te7du4dFixbh+PHjiI2NRUREBAoKCvDFF1/A3d0df/75J7Kzs5GQkICbN2920tH3DiKRCFZWVk/czt0mEola/VxyuRwLFy6EiYkJ3n77bZXXUH7Ohq/TltcghJDehBIAQkifw7IsTExM0JYtUA8fPsQzzzyD2tpaREdHY9y4cQAerzJXV1fjlVdeAQDU1dXBw8MD586d65Rj702a2yTd2g3ULMti4cKFuHLlCn7//XcMGDCg1c9Fm7QJIX0VzQEghPQ5XODXlgDQxcUFBw4cwLBhw1TKVuzs7HDv3j08evQIAPDgwQOUl5fD2toaQOObhwlgbW3d6Ap8WVkZgMZX7RtiWRavvfYadu/ejZ07dyIyMvKJ1wAav5pQVlbWqtcghJDeiP4qEUJIK40aNeqJYN7f3x9PPfUUfvnlF2zcuBHz588HwzCYOXMmgNbvLehrfH19cefOHcjlcpXbU1JSAAA+Pj7NPp4L/rdv345t27Zh7ty5T9yHew7uORu+TkuvQQghvRX9ZSKEkDZoGNBraWnh888/R1BQEGJiYhAaGoqff/4Zzs7O3XSEPcP06dMhFosRExOjcvvOnTvh5OSEESNGNPlYlmWxaNEibN++Hb/88gs/4K2hfv36Yfjw4di9ezcUCgV/+/Xr13H37l3MmDFDPW+GEEJ6GJoDQAghaiSTyaCrq0uDwFohNDQUcXFx2LhxI9zd3REdHY2tW7di9+7dePnllwEACxcuxM6dO5GZmcknVf/617/www8/4B//+AcWLVqk8pz6+voIDAzk//vixYuYNGkSpk6diqVLl0IoFGLlypUwNzenQWCEkD6LEgBCCOkghmHAMEyrpgmT/xGLxVi9ejX279+PsrIyeHl5YdWqVZg1axZ/n/nz52Pnzp3Izs6Gi4sLgMf7MXJychp9TmdnZzx8+FDltrNnz+LDDz9EUlISjIyMMGXKFHz++eeNzhMghJC+gBIAQgghhBBC+hDaA0AIIYQQQkgfQgkAIYQQQgghfQglAIQQQgghhPQhlAAQQgghhBDSh1ACQAghhBBCSB9CCQAhhBBCCCF9CCUAhBBCCCGE9CGUABBCCCGEENKHUAJACCGEEEJIH0IJACGEEEIIIX0IJQCEEEIIIYT0IZQAEEIIIYQQ0odQAkAIIYQQQkgfQgkAIYQQQgghfQglAIQQQgghhPQhlAAQQgghhBDSh1ACQAghhBBCSB9CCQAhhBBCCCF9CCUAhBBCCCGE9CGUABBCCCGEENKHUAJACCGEEEJIH0IJACGEEEIIIX0IJQCEEEIIIYT0IZQAEEIIIYQQ0odQAkAIIYQQQkgfQgkAIYQQQgghfQglAIQQQgghhPQhlAAQQgghhBDSh1ACQAghhBBCSB9CCQAhhBBCCCF9CCUAhBBCCCGE9CGUABBCCCGEENKHUAJACCGEEEJIH0IJACGEEEIIIX0IJQCEEEIIIYT0IZQAEEIIIYQQ0odQAkAIIYQQQkgfQgkAIYQQQgghfQglAIQQQgghhPQhlAAQQgghhBDSh1ACQAghhBBCSB9CCQAhhBBCCCF9CCUAhBBCCCGE9CGUABBCCCGEENKHUAJACCGEEEJIH0IJACGEEEIIIX0IJQCEEEIIIYT0IZQAEEIIIYQQ0odQAkAIIYQQQkgfQgkAIYQQQgghfQglAIQQQgghhPQhlAAQQgghhBDSh1ACQAghhBBCSB9CCQAhhBBCCCF9yP8DpkavtUvQGMsAAAAASUVORK5CYII=", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sol_106_op2 = read_op2(\n", " os.path.join(ANALYSIS_DIRECTORY_PATH, input_name + \".op2\"),\n", " load_geometry=True,\n", " debug=None,\n", ")\n", "plot_eigenvalues_and_load_displacement_diagrams(input_name, sol_106_op2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see that the arc-length solver successfully follows the equilibrium path through the broken supercritical pitchfork without jumping, until it finds the limit point.\n", "\n", "Let's run the analysis of the last feasible point." ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Nastran job sol_106_optimization3_feasible.bdf completed\n", "Wall time: 479.0 s\n" ] } ], "source": [ "nonlinear_problem.model.nastran_solver.options[\"input_name\"] = (\n", " \"sol_106_optimization3_feasible\" # change input name for analysis of initial structure\n", ")\n", "nonlinear_problem.set_val(\n", " \"nastran_solver.t\",\n", " sol_106_opt_histories[\"nastran_solver.t\"][feasible_design_index, 0],\n", ")\n", "nonlinear_problem.run_model()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Before plotting the load-displacement diagram of the optimized structure, let's calculate the linear buckling load to show the glass ceiling of linear buckling." ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "subcase=1 already exists...skipping\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Nastran job sol_105_optimization3_feasible.bdf completed\n", "Wall time: 13.0 s\n", "P_SOL 105/P_design = 0.71\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "35141b2a75ea4059b5acc0f5aa64e45e", "version_major": 2, "version_minor": 0 }, "image/png": 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In fact, using linear structural stability methods, the optimized sturcture would not be deemed capable of withstanding the design load, whereas the nonlinear analysis suggests that the structure can carry the load without losing stability or failing in terms of material strength. Morover, we observe that the critical buckling mode of the optimized structure is totally analogous to that of the initial structure.\n", "\n", "We further demonstrate the idea of the glass ceiling of linear buckling by plotting the load-displacement diagrams of the node at the root and at the tip of the CRM-like box beam, comparing the initial sturcture with the optimized structure." ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "2702df90ef7442b5ad9a84f918c7d78d", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Create figure with two subplots and initialize variables for the loops\n", "fig, axes = plt.subplots(1, 2, sharey=True)\n", "input_name_dict = {\n", " \"initial structure\": \"sol_106_optimization_start\",\n", " \"optimized structure\": \"sol_106_optimization3_feasible\",\n", "}\n", "sol_106_op2_dict = {}\n", "reference_lengths = [\"w\", \"l\"]\n", "stable_lines = [] # list to store proxy artists for the legend\n", "\n", "# Iterate through the input names\n", "for count, (design_key, input_name) in enumerate(input_name_dict.items()):\n", " # Read eigenvalues of tangent stiffness matrix\n", " f06_path = os.path.join(\n", " ANALYSIS_DIRECTORY_PATH, input_name + \".f06\"\n", " ) # path to .f06 file\n", " eigenvalues = pynastran_utils.read_kllrh_lowest_eigenvalues_from_f06(f06_path)\n", "\n", " # Read load and displacement history\n", " sol_106_op2_dict[design_key] = read_op2(\n", " os.path.join(ANALYSIS_DIRECTORY_PATH, input_name + \".op2\"),\n", " load_geometry=True,\n", " debug=None,\n", " )\n", " _, applied_loads, displacements = (\n", " pynastran_utils.read_load_displacement_history_from_op2(\n", " op2=sol_106_op2_dict[design_key], node_ids=MONITOR_NODE_IDS\n", " )\n", " )\n", " root_displacements = displacements[MAX_DISPLACEMENT_NODE_ID]\n", " tip_displacements = displacements[TIP_MASTER_NODE_ID]\n", "\n", " # Nondimensionalize loads and displacements\n", " nondimensional_loads = (\n", " applied_loads[FIRST_SUBCASE_ID][:, Z_INDEX] / DESIGN_LOAD\n", " )\n", " nondimensional_displacements = {\n", " \"root\": root_displacements[FIRST_SUBCASE_ID][:, Z_INDEX] / W,\n", " \"tip\": tip_displacements[FIRST_SUBCASE_ID][:, Z_INDEX] / L,\n", " }\n", "\n", " # Plot load-displacement diagrams of the initial and linearly optimized structures\n", " for ax_index, displacement_key in enumerate(nondimensional_displacements):\n", " plot_utils.plot_2d_load_displacements_stability(\n", " axes=axes[ax_index],\n", " displacements=nondimensional_displacements[displacement_key] * 100,\n", " loads=nondimensional_loads,\n", " eigenvalues=eigenvalues,\n", " marker=MARKERS[count],\n", " color=COLORS[count],\n", " )\n", "\n", " # Create proxy artist for the legend\n", " stable_lines.append(\n", " Line2D(\n", " [0],\n", " [0],\n", " linestyle=\"-\",\n", " marker=MARKERS[count],\n", " color=COLORS[count],\n", " label=design_key,\n", " )\n", " )\n", "\n", "# Set glass ceiling line, axis labels and grid of subplots\n", "for ax_index, displacement_key in enumerate(nondimensional_displacements):\n", " axes[ax_index].axhline(\n", " y=buckling_load_factor, color=GLASS_CEILING_COLOR, linestyle=\"-.\"\n", " ) # plot glass ceiling\n", " axes[ax_index].set_xlabel(\n", " f\"$u_{{z,\\,\\mathrm{{{displacement_key}}}}}/{reference_lengths[ax_index]}$, %\"\n", " ) # set x-axis label\n", " axes[ax_index].grid(visible=True) # show grid\n", "axes[0].set_ylabel(\"$P/P_\\mathrm{design}$\")\n", "\n", "# Add proxy artist for unstable lines, create legend and show plot\n", "glass_ceiling_line = Line2D(\n", " [0],\n", " [0],\n", " linestyle=\"-.\",\n", " color=GLASS_CEILING_COLOR,\n", " label=\"linear buckling of optimized structure\",\n", ")\n", "axes[1].legend(handles=stable_lines + [glass_ceiling_line], loc=\"lower right\")\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The above plots show that the optimizer has successfully reduced the mass of the structure by decreasing the margin of structural stability at the design load so that the loss of stability occurs just above such load. The green line shows the load where the optimized structure would be considered to fail for buckling if analyzed with linear methods.\n", "\n", "The root displacement diagram shows a large displacement for the optimized structure when compared to the initial one, in an analogous way as it was observed for the initial structure across the broken supercritical pitchfork. As far as the tip displacement diagram is concerned, we can observe that the optimized structure has a globally more compliant response, as it can be expected given the reduced wall thickness.\n", "\n", "Given the large root displacement observed for the optimized structure, it is interesting to compare the deformation of the two structures at the design load." ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Deformation at design load of initial structure:\n" ] }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ce6f86adae42431a9607c7487511e7e0", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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", 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\n", " " ], "text/plain": [ "Canvas(toolbar=Toolbar(toolitems=[('Home', 'Reset original view', 'home', 'home'), ('Back', 'Back to previous …" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "for (\n", " key\n", ") in sol_106_op2_dict: # loop through the linearly and nonlinearly optimized structures\n", " print(f\"Deformation at design load of {key}:\")\n", " _, ax, cbar = plot_utils.plot_deformation(\n", " op2=sol_106_op2_dict[key],\n", " displacement_component=\"rx\",\n", " colormap=\"sunset\",\n", " unit_scale_factor=LENGTH_SCALE_FACTOR,\n", " ) # plot deformation converting from mm to m\n", " adjust_3d_plot(ax, cbar)\n", " plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can clearly observe that the deformation of the initial structure resembles the one of a beam under a linear deformation field, while the optimized structure shows a buckling-like pattern over the root region of the top skin." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusion \n", "\n", "***\n", "\n", "In this notebook we have demonstrated how to set up and run a proof-of-concept optimization with a nonlinear structural stability constraint.\n", "\n", "Initially, we have looked for a computationally efficient set of parameters for the nonlinear analysis, which allows to capture the unstable part of the equilibrium path of the structure without using very small arc-length increments. Successively, we have set up the optimization problem with OpenMDAO, defining the design variable, objective and constraints functions, and we have run the optimization with COBYLA. We further refined the parameters of the nonlinear analysis as we found that the arc-length solver was jumping to complementary paths during the analyses of the optimization, preventing the achievement of significative mass reductions. In this effort, we found out that reducing the maximum number of iterations for each arc-length increment to 3 was the most robust solution.\n", "\n", "With the final set of parameters, we have run a final optimization, which resulted in a 10.9% mass reduction with respect to the initial design, which was optimal in linear buckling terms. In other words, the optimized structure resulted in a linear buckling load that is only 71% of the design load, demonstrating the idea of the glass ceiling of linear buckling. The mass reduction was achieved by reducing the margin of structural stability at the design load, so that the loss of stability occurs just above such load. The optimized structure shows a globally more compliant response, as it can be expected given the reduced wall thickness.\n", "\n", "In our [next notebook](20_Two-variables_Optimization_of_the_CRM-like_Box_Beam.ipynb) we are going to increase the complexity of our optimization problem by considering two design variables defining a linear variation of the wall thickness from root to tip." ] } ], "metadata": { "kernelspec": { "display_name": "phd-notebooks", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.17" }, "orig_nbformat": 4 }, "nbformat": 4, "nbformat_minor": 2 }