{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "---------------\n", "\n", "**If any part of this notebook is used in your research, please cite with the reference found in** **[README.md](https://github.com/pysal/spaghetti#bibtex-citation).**\n", "\n", "----------------\n", "\n", "## The Transportation Problem\n", "### Integrating `pysal/spaghetti` and [python-mip](https://github.com/coin-or/python-mip) for optimal shipping\n", "\n", "**Author: James D. Gaboardi** ****\n", "\n", "**This notebook provides a use case for:**\n", "\n", "1. Introducing the Transportation Problem\n", "2. Declaration of a solution class and model parameters\n", "3. Solving the Transportation Problem for an optimal shipment plan" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:10.565738Z", "start_time": "2022-11-02T03:22:10.554406Z" } }, "outputs": [], "source": [ "%config InlineBackend.figure_format = \"retina\"" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:10.604391Z", "start_time": "2022-11-02T03:22:10.569471Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: 2022-11-01T23:22:10.592678-04:00\n", "\n", "Python implementation: CPython\n", "Python version : 3.10.6\n", "IPython version : 8.6.0\n", "\n", "Compiler : Clang 13.0.1 \n", "OS : Darwin\n", "Release : 22.1.0\n", "Machine : x86_64\n", "Processor : i386\n", "CPU cores : 8\n", "Architecture: 64bit\n", "\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:12.379461Z", "start_time": "2022-11-02T03:22:10.608922Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Watermark: 2.3.1\n", "\n", "numpy : 1.23.4\n", "mip : 1.14.1\n", "libpysal : 4.6.2\n", "matplotlib : 3.6.1\n", "spaghetti : 1.6.8\n", "geopandas : 0.12.1\n", "json : 2.0.9\n", "matplotlib_scalebar: 0.8.0\n", "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/Users/the-gaboardi/miniconda3/envs/py310_spgh_dev/lib/python3.10/site-packages/spaghetti/network.py:39: FutureWarning: The next major release of pysal/spaghetti (2.0.0) will drop support for all ``libpysal.cg`` geometries. This change is a first step in refactoring ``spaghetti`` that is expected to result in dramatically reduced runtimes for network instantiation and operations. Users currently requiring network and point pattern input as ``libpysal.cg`` geometries should prepare for this simply by converting to ``shapely`` geometries.\n", " warnings.warn(f\"{dep_msg}\", FutureWarning)\n" ] } ], "source": [ "import geopandas\n", "from libpysal import examples\n", "import matplotlib\n", "import mip\n", "import numpy\n", "import os\n", "import spaghetti\n", "import matplotlib_scalebar\n", "from matplotlib_scalebar.scalebar import ScaleBar\n", "\n", "%matplotlib inline\n", "%watermark -w\n", "%watermark -iv" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "-----------------------------\n", "\n", "### 1 Introduction\n", "#### Scenario\n", "\n", "There are **8** schools in Neighborhood Y of City X and a total of **100** microscopes for the biology classes at the **8** schools, though the microscopes are not evenly distributed across the locations. Since last academic year there has been a significant enrollment shift in the neighborhood, and at **4** of the schools there is a surplus whereas the remaining **4** schools require additional microscopes. Dr. Rachel Carson, the head of the biology department at City X's School Board decides to utilize a mathematical programming model to solve the microscope discrepency. After consideration, she selects the Transportation Problem.\n", "\n", "\n", "The Transportation Problem seeks to allocate supply to demand while minimizing transportation costs and was formally described by Hitchcock (1941). Supply ($\\textit{n}$) and demand ($\\textit{m}$) are generally represented as unit weights of decision variables at facilities along a network with the time or distance between nodes representing the cost of transporting one unit from a supply node to a demand node. These costs are stored in an $\\textit{n x m}$ cost matrix.\n", "\n", "--------------------------------\n", "\n", "#### Integer Linear Programming Formulation based on Daskin (2013, Ch. 2).\n", "\n", "$\\begin{array}\n", "\\displaystyle \\normalsize \\textrm{Minimize} & \\displaystyle \\normalsize \\sum_{i \\in I} \\sum_{j \\in J} c_{ij}x_{ij} & & & & \\normalsize (1) \\\\\n", "\\normalsize \\textrm{Subject To} & \\displaystyle \\normalsize \\sum_{j \\in J} x_{ij} \\leq S_i & \\normalsize \\forall i \\in I; & & &\\normalsize (2)\\\\\n", " & \\displaystyle \\normalsize \\sum_{i \\in I} x_{ij} \\geq D_j & \\normalsize \\forall j \\in J; & & &\\normalsize (3)\\\\\n", "& \\displaystyle \\normalsize x_{ij} \\geq 0 & \\displaystyle \\normalsize \\forall i \\in I & \\displaystyle \\normalsize \\normalsize \\forall j \\in j. & &\\normalsize (4)\\\\\n", "\\end{array}$\n", "\n", "$\\begin{array}\n", "\\displaystyle \\normalsize \\textrm{Where} & \\small i & \\small = & \\small \\textrm{each potential origin node} &&&&\\\\\n", "& \\small I & \\small = & \\small \\textrm{the complete set of potential origin nodes} &&&&\\\\\n", "& \\small j & \\small = & \\small \\textrm{each potential destination node} &&&&\\\\\n", "& \\small J & \\small = & \\small \\textrm{the complete set of potential destination nodes} &&&&\\\\\n", "& \\small x_{ij} & \\small = & \\small \\textrm{amount to be shipped from } i \\in I \\textrm{ to } j \\in J &&&&\\\\\n", "& \\small c_{ij} & \\small = & \\small \\textrm{per unit shipping costs between all } i,j \\textrm{ pairs} &&&& \\\\\n", "& \\small S_i & \\small = & \\small \\textrm{node } i \\textrm{ supply for } i \\in I &&&&\\\\\n", "& \\small D_j & \\small = & \\small \\textrm{node } j \\textrm{ demand for } j \\in J &&&&\\\\\n", "\\end{array}$\n", "\n", "\n", "---------------------------------\n", "\n", "**References**\n", "\n", "* **Church, Richard L. and Murray, Alan T.** (2009) *Business Site Selection, Locational Analysis, and GIS*. Hoboken. John Wiley & Sons, Inc.\n", "\n", "* **Daskin, M.** (2013) *Network and Discrete Location: Models, Algorithms, and Applications*. New York: John Wiley & Sons, Inc.\n", "\n", "* **Gass, S. I. and Assad, A. A.** (2005) *An Annotated Timeline of Operations Research: An Informal History*. Springer US.\n", "\n", "* **Hitchcock, Frank L.** (1941) *The Distribution of a Product from Several Sources to Numerous Localities*. Journal of Mathematics and Physics. 20(1):224-230.\n", "\n", "* **Koopmans, Tjalling C.** (1949) *Optimum Utilization of the Transportation System*. Econometrica. 17:136-146.\n", "\n", "* **Miller, H. J. and Shaw, S.-L.** (2001) *Geographic Information Systems for Transportation: Principles and Applications*. New York. Oxford University Press.\n", "\n", "\n", "* **Phillips, Don T. and Garcia‐Diaz, Alberto.** (1981) *Fundamentals of Network Analysis*. Englewood Cliffs. Prentice Hall. \n", "\n", "-------------------------------------\n", "\n", "### 2. A model, data, and parameters\n", "#### Schools labeled as either 'supply' or 'demand' locations" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:12.384829Z", "start_time": "2022-11-02T03:22:12.382152Z" } }, "outputs": [], "source": [ "supply_schools = [1, 6, 7, 8]\n", "demand_schools = [2, 3, 4, 5]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Amount of supply and demand at each location (indexed by ``supply_schools`` and ``demand_schools``)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:12.389408Z", "start_time": "2022-11-02T03:22:12.386808Z" } }, "outputs": [], "source": [ "amount_supply = [20, 30, 15, 35]\n", "amount_demand = [5, 45, 10, 40]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Solution class" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:12.406595Z", "start_time": "2022-11-02T03:22:12.391771Z" } }, "outputs": [], "source": [ "class TransportationProblem:\n", " def __init__(\n", " self,\n", " supply_nodes,\n", " demand_nodes,\n", " cij,\n", " si,\n", " dj,\n", " xij_tag=\"x_%s,%s\",\n", " supply_constr_tag=\"supply(%s)\",\n", " demand_constr_tag=\"demand(%s)\",\n", " solver=\"cbc\",\n", " display=True,\n", " ):\n", " \"\"\"Instantiate and solve the Primal Transportation Problem\n", " based the formulation from Daskin (2013, Ch. 2).\n", " \n", " Parameters\n", " ----------\n", " supply_nodes : geopandas.GeoSeries\n", " Supply node decision variables.\n", " demand_nodes : geopandas.GeoSeries\n", " Demand node decision variables.\n", " cij : numpy.array\n", " Supply-to-demand distance matrix for nodes.\n", " si : geopandas.GeoSeries\n", " Amount that can be supplied by each supply node.\n", " dj : geopandas.GeoSeries\n", " Amount that can be received by each demand node.\n", " xij_tag : str\n", " Shipping decision variable names within the model. Default is\n", " 'x_%s,%s' where %s indicates string formatting.\n", " supply_constr_tag : str\n", " Supply constraint labels. Default is 'supply(%s)'.\n", " demand_constr_tag : str\n", " Demand constraint labels. Default is 'demand(%s)'.\n", " solver : str\n", " Default is 'cbc' (coin-branch-cut). Can be set\n", " to 'gurobi' (if Gurobi is installed).\n", " display : bool\n", " Print out solution results.\n", " \n", " Attributes\n", " ----------\n", " supply_nodes : See description in above. \n", " demand_nodes : See description in above.\n", " cij : See description in above.\n", " si : See description in above.\n", " dj : See description in above.\n", " xij_tag : See description in above.\n", " supply_constr_tag : See description in above.\n", " demand_constr_tag : See description in above.\n", " rows : int\n", " The number of supply nodes.\n", " rrows : range\n", " The index of supply nodes.\n", " cols : int\n", " The number of demand nodes.\n", " rcols : range\n", " The index of demand nodes.\n", " model : mip.model.Model\n", " Integer Linear Programming problem instance.\n", " xij : numpy.array\n", " Shipping decision variables (``mip.entities.Var``).\n", " \"\"\"\n", "\n", " # all nodes to be visited\n", " self.supply_nodes, self.demand_nodes = supply_nodes, demand_nodes\n", " # shipping costs (distance matrix) and amounts\n", " self.cij, self.si, self.dj = cij, si.values, dj.values\n", " self.ensure_float()\n", " # alpha tag for decision variables\n", " self.xij_tag = xij_tag\n", " # alpha tag for supply and demand constraints\n", " self.supply_constr_tag = supply_constr_tag\n", " self.demand_constr_tag = demand_constr_tag\n", " \n", " # instantiate a model\n", " self.model = mip.Model(\" TransportationProblem\", solver_name=solver)\n", " # define row and column indices\n", " self.rows, self.cols = self.si.shape[0], self.dj.shape[0]\n", " self.rrows, self.rcols = range(self.rows), range(self.cols)\n", " # create and set the decision variables\n", " self.shipping_dvs()\n", " # set the objective function\n", " self.objective_func()\n", " # add supply constraints\n", " self.add_supply_constrs()\n", " # add demand constraints\n", " self.add_demand_constrs()\n", " # solve\n", " self.solve(display=display)\n", " # shipping decisions lookup\n", " self.get_decisions(display=display)\n", "\n", " def ensure_float(self):\n", " \"\"\"Convert integers to floats (rough edge in mip.LinExpr)\"\"\"\n", " self.cij = self.cij.astype(float)\n", " self.si = self.si.astype(float)\n", " self.dj = self.dj.astype(float)\n", "\n", " def shipping_dvs(self):\n", " \"\"\"Create the shipping decision variables - eq (4).\"\"\"\n", "\n", " def _s(_x):\n", " \"\"\"Helper for naming variables\"\"\"\n", " return self.supply_nodes[_x].split(\"_\")[-1]\n", "\n", " def _d(_x):\n", " \"\"\"Helper for naming variables\"\"\"\n", " return self.demand_nodes[_x].split(\"_\")[-1]\n", "\n", " xij = numpy.array(\n", " [\n", " [self.model.add_var(self.xij_tag % (_s(i), _d(j))) for j in self.rcols]\n", " for i in self.rrows\n", " ]\n", " )\n", " self.xij = xij\n", "\n", " def objective_func(self):\n", " \"\"\"Add the objective function - eq (1).\"\"\"\n", " self.model.objective = mip.minimize(\n", " mip.xsum(\n", " self.cij[i, j] * self.xij[i, j] for i in self.rrows for j in self.rcols\n", " )\n", " )\n", "\n", " def add_supply_constrs(self):\n", " \"\"\"Add supply contraints to the model - eq (2).\"\"\"\n", " for i in self.rrows:\n", " rhs, label = self.si[i], self.supply_constr_tag % i\n", " self.model += mip.xsum(self.xij[i, j] for j in self.rcols) <= rhs, label\n", "\n", " def add_demand_constrs(self):\n", " \"\"\"Add demand contraints to the model - eq (3).\"\"\"\n", " for j in self.rcols:\n", " rhs, label = self.dj[j], self.demand_constr_tag % j\n", " self.model += mip.xsum(self.xij[i, j] for i in self.rrows) >= rhs, label\n", "\n", " def solve(self, display=True):\n", " \"\"\"Solve the model\"\"\"\n", " self.model.optimize()\n", " if display:\n", " obj = round(self.model.objective_value, 4)\n", " print(\"Minimized shipping costs: %s\" % obj)\n", "\n", " def get_decisions(self, display=True):\n", " \"\"\"Fetch the selected decision variables.\"\"\"\n", " shipping_decisions = {}\n", " if display:\n", " print(\"\\nShipping decisions:\")\n", " for i in self.rrows:\n", " for j in self.rcols:\n", " v, vx = self.xij[i, j], self.xij[i, j].x\n", " if vx > 0:\n", " if display:\n", " print(\"\\t\", v, vx)\n", " shipping_decisions[v.name] = vx\n", " self.shipping_decisions = shipping_decisions\n", "\n", " def print_lp(self, name=None):\n", " \"\"\"Save LP file in order to read in and print.\"\"\"\n", " if not name:\n", " name = self.model.name\n", " lp_file_name = \"%s.lp\" % name\n", " self.model.write(lp_file_name)\n", " lp_file = open(lp_file_name, \"r\")\n", " lp = lp_file.read()\n", " print(\"\\n\", lp)\n", " lp_file.close()\n", " os.remove(lp_file_name)\n", "\n", " def extract_shipments(self, paths, id_col, ship=\"ship\"):\n", " \"\"\"Extract the supply to demand shipments as a \n", " ``geopandas.GeoDataFrame`` of ``shapely.geometry.LineString`` objects.\n", " \n", " Parameters\n", " ----------\n", " paths : geopandas.GeoDataFrame\n", " Shortest-path routes between all ``self.supply_nodes``\n", " and ``self.demand_nodes``.\n", " id_col : str\n", " ID column name.\n", " ship : str\n", " Column name for the amount of good shipped.\n", " Default is 'ship'.\n", " \n", " Returns\n", " -------\n", " shipments : geopandas.GeoDataFrame\n", " Optimal shipments from ``self.supply_nodes`` to\n", " ``self.demand_nodes``.\n", " \"\"\"\n", "\n", " def _id(sp):\n", " \"\"\"ID label helper\"\"\"\n", " return tuple([int(i) for i in sp.split(\"_\")[-1].split(\",\")])\n", "\n", " paths[ship] = int\n", " # set label of the shipping path for each OD pair.\n", " for ship_path, shipment in self.shipping_decisions.items():\n", " paths.loc[(paths[id_col] == _id(ship_path)), ship] = shipment\n", " # extract only shiiping paths\n", " shipments = paths[paths[ship] != int].copy()\n", " shipments[ship] = shipments[ship].astype(int)\n", "\n", " return shipments" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Plotting helper functions and constants\n", "**Note: originating shipments**" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:12.411043Z", "start_time": "2022-11-02T03:22:12.408088Z" } }, "outputs": [], "source": [ "shipping_colors = [\"maroon\", \"cyan\", \"magenta\", \"orange\"]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:12.419265Z", "start_time": "2022-11-02T03:22:12.414120Z" } }, "outputs": [], "source": [ "def obs_labels(o, b, s, col=\"id\", **kwargs):\n", " \"\"\"Label each point pattern observation.\"\"\"\n", "\n", " def _lab_loc(_x):\n", " \"\"\"Helper for labeling observations.\"\"\"\n", " return _x.geometry.coords[0]\n", "\n", " if o.index.name != \"schools\":\n", " X = o.index.name[0]\n", " else:\n", " X = \"\"\n", " kws = {\"size\": s, \"ha\": \"left\", \"va\": \"bottom\", \"style\": \"oblique\"}\n", " kws.update(kwargs)\n", " o.apply(lambda x: b.annotate(text=X+str(x[col]), xy=_lab_loc(x), **kws), axis=1)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:12.429010Z", "start_time": "2022-11-02T03:22:12.422502Z" } }, "outputs": [], "source": [ "def make_patches(objects):\n", " \"\"\"Create patches for legend\"\"\"\n", " patches = []\n", " for _object in objects:\n", " try:\n", " oname = _object.index.name\n", " except AttributeError:\n", " oname = \"shipping\"\n", " if oname.split(\" \")[0] in [\"schools\", \"supply\", \"demand\"]:\n", " ovalue = _object.shape[0]\n", " if oname == \"schools\":\n", " ms, m, c, a = 3, \"o\", \"k\", 1\n", " elif oname.startswith(\"supply\"):\n", " ms, m, c, a = 10, \"o\", \"b\", 0.25\n", " elif oname.startswith(\"demand\"):\n", " ms, m, c, a = 10, \"o\", \"g\", 0.25\n", " if oname.endswith(\"snapped\"):\n", " ms, m, a = float(ms) / 2.0, \"x\", 1\n", " _kws = {\"lw\": 0, \"c\": c, \"marker\": m, \"ms\": ms, \"alpha\": a}\n", " label = \"%s — %s\" % (oname.capitalize(), int(ovalue))\n", " p = matplotlib.lines.Line2D([], [], label=label, **_kws)\n", " patches.append(p)\n", " else:\n", " patch_info = plot_shipments(_object, \"\", for_legend=True)\n", " for c, lw, lwsc, (i, j) in patch_info:\n", " label = \"s%s$\\\\rightarrow$d%s — %s microscopes\" % (i, j, lw)\n", " _kws = {\"alpha\": 0.75, \"c\": c, \"lw\": lwsc, \"label\": label}\n", " p = matplotlib.lines.Line2D([], [], solid_capstyle=\"round\", **_kws)\n", " patches.append(p)\n", " return patches" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:12.434570Z", "start_time": "2022-11-02T03:22:12.431024Z" } }, "outputs": [], "source": [ "def legend(objects, anchor=(1.005, 1.016)):\n", " \"\"\"Add a legend to a plot\"\"\"\n", " patches = make_patches(objects)\n", " kws = {\"fancybox\": True, \"framealpha\": 0.85, \"fontsize\": \"x-large\"}\n", " kws.update({\"bbox_to_anchor\":anchor, \"labelspacing\":2., \"borderpad\":2.})\n", " legend = matplotlib.pyplot.legend(handles=patches, **kws)\n", " legend.get_frame().set_facecolor(\"white\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:12.441581Z", "start_time": "2022-11-02T03:22:12.437080Z" } }, "outputs": [], "source": [ "def plot_shipments(sd, b, scaled=0.75, for_legend=False):\n", " \"\"\"Helper for plotting shipments based on OD and magnitude\"\"\"\n", " _patches = []\n", " _plot_kws = {\"alpha\":0.75, \"zorder\":0, \"capstyle\":\"round\"}\n", " for c, (g, gdf) in zip(shipping_colors, sd):\n", " lw, lw_scaled, ids = gdf[\"ship\"], gdf[\"ship\"] * scaled, gdf[\"id\"]\n", " if for_legend:\n", " for _lw, _lwsc, _id in zip(lw, lw_scaled, ids):\n", " _patches.append([c, _lw, _lwsc, _id])\n", " else:\n", " gdf.plot(ax=b, color=c, lw=lw_scaled, **_plot_kws)\n", " if for_legend:\n", " return _patches" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "--------------------------------------------------------\n", "#### Streets" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:12.613770Z", "start_time": "2022-11-02T03:22:12.447404Z" } }, "outputs": [], "source": [ "streets = geopandas.read_file(examples.get_path(\"streets.shp\"))\n", "streets.crs = \"esri:102649\"\n", "streets = streets.to_crs(\"epsg:2762\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Schools" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:12.661846Z", "start_time": "2022-11-02T03:22:12.616634Z" } }, "outputs": [], "source": [ "schools = geopandas.read_file(examples.get_path(\"schools.shp\"))\n", "schools.index.name = \"schools\"\n", "schools.crs = \"esri:102649\"\n", "schools = schools.to_crs(\"epsg:2762\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Schools - supply nodes" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:12.677277Z", 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45POINT (221235.835 267685.028)
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" ], "text/plain": [ " POLYID geometry\n", "demand \n", "1 2 POINT (221122.271 268131.466)\n", "2 3 POINT (221474.669 267188.462)\n", "3 4 POINT (220453.142 268087.516)\n", "4 5 POINT (221235.835 267685.028)" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "schools_demand = schools[schools[\"POLYID\"].isin(demand_schools)]\n", "schools_demand.index.name = \"demand\"\n", "schools_demand" ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2020-01-21T04:39:16.711389Z", "start_time": "2020-01-21T04:39:16.702359Z" } }, "source": [ "#### Instantiate a network object" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:12.890546Z", "start_time": "2022-11-02T03:22:12.691663Z" } }, "outputs": [], "source": [ "ntw = spaghetti.Network(in_data=streets)\n", "vertices, arcs = spaghetti.element_as_gdf(ntw, vertices=True, arcs=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Plot" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:13.512438Z", "start_time": "2022-11-02T03:22:12.892613Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 816, "width": 1136 } }, "output_type": "display_data" } ], "source": [ "# plot network\n", "base = arcs.plot(linewidth=3, alpha=0.25, color=\"k\", zorder=0, figsize=(10, 10))\n", "vertices.plot(ax=base, markersize=2, color=\"red\", zorder=1)\n", "# plot observations\n", "schools.plot(ax=base, markersize=5, color=\"k\", zorder=2)\n", "schools_supply.plot(ax=base, markersize=100, alpha=0.25, color=\"b\", zorder=2)\n", "schools_demand.plot(ax=base, markersize=100, alpha=0.25, color=\"g\", zorder=2)\n", "# add labels\n", "obs_labels(schools, base, 14, col=\"POLYID\", c=\"k\", weight=\"bold\")\n", "# add legend\n", "elements = [schools, schools_supply, schools_demand]\n", "legend(elements)\n", "# add scale bar\n", "scalebar = ScaleBar(1, units=\"m\", location=\"lower left\")\n", "base.add_artist(scalebar);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Associate both the supply and demand schools with the network and plot" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:13.551498Z", "start_time": "2022-11-02T03:22:13.514818Z" } }, "outputs": [ { "data": { "text/html": [ "
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idgeometrycomp_label
supply snapped
00POINT (221677.830 268184.321)0
11POINT (221539.440 268185.067)0
22POINT (221847.931 267927.691)0
33POINT (221407.196 268047.138)0
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" ], "text/plain": [ " id geometry comp_label\n", "supply snapped \n", "0 0 POINT (221677.830 268184.321) 0\n", "1 1 POINT (221539.440 268185.067) 0\n", "2 2 POINT (221847.931 267927.691) 0\n", "3 3 POINT (221407.196 268047.138) 0" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.snapobservations(schools_supply, \"supply\")\n", "supply = spaghetti.element_as_gdf(ntw, pp_name=\"supply\")\n", "supply.index.name = \"supply\"\n", "supply_snapped = spaghetti.element_as_gdf(ntw, pp_name=\"supply\", snapped=True)\n", "supply_snapped.index.name = \"supply snapped\"\n", "supply_snapped" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:13.583569Z", "start_time": "2022-11-02T03:22:13.553847Z" } }, "outputs": [ { "data": { "text/html": [ "
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idgeometrycomp_label
demand snapped
00POINT (221053.069 268130.545)0
11POINT (221526.519 267187.875)0
22POINT (220504.720 268087.986)0
33POINT (221292.553 267685.075)0
\n", "
" ], "text/plain": [ " id geometry comp_label\n", "demand snapped \n", "0 0 POINT (221053.069 268130.545) 0\n", "1 1 POINT (221526.519 267187.875) 0\n", "2 2 POINT (220504.720 268087.986) 0\n", "3 3 POINT (221292.553 267685.075) 0" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ntw.snapobservations(schools_demand, \"demand\")\n", "demand = spaghetti.element_as_gdf(ntw, pp_name=\"demand\")\n", "demand.index.name = \"demand\"\n", "demand_snapped = spaghetti.element_as_gdf(ntw, pp_name=\"demand\", snapped=True)\n", "demand_snapped.index.name = \"demand snapped\"\n", "demand_snapped" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:14.322073Z", "start_time": "2022-11-02T03:22:13.586356Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 816, "width": 1228 } }, "output_type": "display_data" } ], "source": [ "# plot network\n", "base = arcs.plot(linewidth=3, alpha=0.25, color=\"k\", zorder=0, figsize=(10, 10))\n", "vertices.plot(ax=base, markersize=5, color=\"r\", zorder=1)\n", "# plot observations\n", "schools.plot(ax=base, markersize=5, color=\"k\", zorder=2)\n", "supply.plot(ax=base, markersize=100, alpha=0.25, color=\"b\", zorder=3)\n", "supply_snapped.plot(ax=base, markersize=20, marker=\"x\", color=\"b\", zorder=3)\n", "demand.plot(ax=base, markersize=100, alpha=0.25, color=\"g\", zorder=2)\n", "demand_snapped.plot(ax=base, markersize=20, marker=\"x\", color=\"g\", zorder=3)\n", "# add labels\n", "obs_labels(supply, base, 14, c=\"b\")\n", "obs_labels(demand, base, 14, c=\"g\")\n", "# add legend\n", "elements += [supply_snapped, demand_snapped]\n", "legend(elements)\n", "# add scale bar\n", "scalebar = ScaleBar(1, units=\"m\", location=\"lower left\")\n", "base.add_artist(scalebar);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Calculate distance matrix while generating shortest path trees" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:14.711607Z", "start_time": "2022-11-02T03:22:14.324542Z" } }, "outputs": [ { "data": { "text/plain": [ "array([[ 849.03401966, 1141.08317288, 1355.97131088],\n", " [ 705.24862712, 997.29778034, 1212.18591834],\n", " [ 993.39148999, 1052.63537513, 1500.3287812 ]])" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "s2d, tree = ntw.allneighbordistances(\"supply\", \"demand\", gen_tree=True)\n", "s2d[:3, :3]" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:14.718820Z", "start_time": "2022-11-02T03:22:14.714334Z" } }, "outputs": [ { "data": { "text/plain": [ "([((0, 0), (216, 218)),\n", " ((0, 1), (216, 130)),\n", " ((0, 2), (216, 24)),\n", " ((0, 3), (216, 55))],\n", " [((3, 0), (65, 218)),\n", " ((3, 1), (64, 130)),\n", " ((3, 2), (65, 24)),\n", " ((3, 3), (65, 55))])" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "list(tree.items())[:4], list(tree.items())[-4:]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "--------------------------------\n", "### 3. The Transportation Problem\n", "#### Create decision variables for the supply locations and amount to be supplied" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:14.730843Z", "start_time": "2022-11-02T03:22:14.720894Z" } }, "outputs": [ { "data": { "text/html": [ "
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idgeometrycomp_labeldvs_i
supply
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" ], "text/plain": [ " id geometry comp_label dv s_i\n", "supply \n", "0 0 POINT (221615.157 268183.063) 0 s_0 20\n", "1 1 POINT (221542.706 268185.028) 0 s_1 30\n", "2 2 POINT (221847.882 267983.231) 0 s_2 15\n", "3 3 POINT (221406.839 267990.801) 0 s_3 35" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "supply[\"dv\"] = supply[\"id\"].apply(lambda _id: \"s_%s\" % _id)\n", "supply[\"s_i\"] = amount_supply\n", "supply" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Create decision variables for the demand locations and amount to be received" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:14.744493Z", "start_time": "2022-11-02T03:22:14.733040Z" } }, "outputs": [ { "data": { "text/html": [ "
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idgeometrycomp_labeldvd_j
demand
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" ], "text/plain": [ " id geometry comp_label dv d_j\n", "demand \n", "0 0 POINT (221122.271 268131.466) 0 d_0 5\n", "1 1 POINT (221474.669 267188.462) 0 d_1 45\n", "2 2 POINT (220453.142 268087.516) 0 d_2 10\n", "3 3 POINT (221235.835 267685.028) 0 d_3 40" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "demand[\"dv\"] = demand[\"id\"].apply(lambda _id: \"d_%s\" % _id)\n", "demand[\"d_j\"] = amount_demand\n", "demand" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Solve the Transportation Problem\n", "**Note: shipping costs are in meters per microscope**" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:14.984349Z", "start_time": "2022-11-02T03:22:14.746862Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Welcome to the CBC MILP Solver \n", "Version: Trunk\n", "Build Date: Oct 28 2021 \n", "\n", "Starting solution of the Linear programming problem using Primal Simplex\n", "\n", "Minimized shipping costs: 84595.7958\n", "\n", "Shipping decisions:\n", "\t x_0,3 20.0\n", "\t x_1,1 30.0\n", "\t x_2,1 15.0\n", "\t x_3,0 5.0\n", "\t x_3,2 10.0\n", "\t x_3,3 20.0\n" ] } ], "source": [ "s, d, s_i, d_j = supply[\"dv\"], demand[\"dv\"], supply[\"s_i\"], demand[\"d_j\"]\n", "trans_prob = TransportationProblem(s, d, s2d, s_i, d_j)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Linear program (compare to its formulation in the Introduction)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:14.992754Z", "start_time": "2022-11-02T03:22:14.987217Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", " \\Problem name: TransportationProblem\n", "\n", "Minimize\n", "OBJROW: 849.03402 x_0,0 + 1141.08317 x_0,1 + 1355.97131 x_0,2 + 884.73265 x_0,3 + 705.24863 x_1,0 + 997.29778 x_1,1 + 1212.18592 x_1,2 + 740.94726 x_1,3 + 993.39149 x_2,0 + 1052.63538 x_2,1\n", " + 1500.32878 x_2,2 + 796.28486 x_2,3 + 435.89351 x_3,0 + 989.11627 x_3,1 + 942.83080 x_3,2 + 479.24516 x_3,3\n", "Subject To\n", "supply(0): x_0,0 + x_0,1 + x_0,2 + x_0,3 <= 20\n", "supply(1): x_1,0 + x_1,1 + x_1,2 + x_1,3 <= 30\n", "supply(2): x_2,0 + x_2,1 + x_2,2 + x_2,3 <= 15\n", "supply(3): x_3,0 + x_3,1 + x_3,2 + x_3,3 <= 35\n", "demand(0): x_0,0 + x_1,0 + x_2,0 + x_3,0 >= 5\n", "demand(1): x_0,1 + x_1,1 + x_2,1 + x_3,1 >= 45\n", "demand(2): x_0,2 + x_1,2 + x_2,2 + x_3,2 >= 10\n", "demand(3): x_0,3 + x_1,3 + x_2,3 + x_3,3 >= 40\n", "Bounds\n", "End\n", "\n" ] } ], "source": [ "trans_prob.print_lp()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Extract all network shortest paths" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:15.014619Z", "start_time": "2022-11-02T03:22:14.995404Z" } }, "outputs": [ { "data": { "text/html": [ "
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geometryODid
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" ], "text/plain": [ " geometry O D id\n", "0 LINESTRING (221677.830 268184.321, 221680.004 ... 0 0 (0, 0)\n", "1 LINESTRING (221677.830 268184.321, 221680.004 ... 0 1 (0, 1)\n", "2 LINESTRING (221677.830 268184.321, 221680.004 ... 0 2 (0, 2)\n", "3 LINESTRING (221677.830 268184.321, 221680.004 ... 0 3 (0, 3)\n", "4 LINESTRING (221539.440 268185.067, 221538.155 ... 1 0 (1, 0)" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "paths = ntw.shortest_paths(tree, \"supply\", \"demand\")\n", "paths_gdf = spaghetti.element_as_gdf(ntw, routes=paths)\n", "paths_gdf.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Extract the shipping paths" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:15.034441Z", "start_time": "2022-11-02T03:22:15.017473Z" } }, "outputs": [ { "data": { "text/html": [ "
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geometryODidship
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" ], "text/plain": [ " geometry O D id ship\n", "3 LINESTRING (221677.830 268184.321, 221680.004 ... 0 3 (0, 3) 20\n", "5 LINESTRING (221539.440 268185.067, 221538.155 ... 1 1 (1, 1) 30\n", "9 LINESTRING (221847.931 267927.691, 221815.862 ... 2 1 (2, 1) 15\n", "12 LINESTRING (221407.196 268047.138, 221336.616 ... 3 0 (3, 0) 5\n", "14 LINESTRING (221407.196 268047.138, 221336.616 ... 3 2 (3, 2) 10\n", "15 LINESTRING (221407.196 268047.138, 221336.616 ... 3 3 (3, 3) 20" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "shipments = trans_prob.extract_shipments(paths_gdf, \"id\")\n", "shipments" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Plot optimal shipping schedule" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2022-11-02T03:22:16.111644Z", "start_time": "2022-11-02T03:22:15.036850Z" } }, "outputs": [ { "data": { "image/png": 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effVVRURElLteh8OhSZMmacqUKeXun927d+vee+/V7Nmz9fnnn5cbZAyGazz8h6AeEM42biwMDrixeudbuHcoWgnvVfAJ5veEh1uwGh7wABVUSfenNptNsaVcW2LT03WsXj3D6w8k1m/++iOrVFGEge1EFpS1bMn/drJqigpsdo+wXoHNrpNVU0pdpiQOu82rzsWS2B0OxcbGFns9kPvciuu22WyKPPtsOex2j3Oaw26X/eyzVaNGDUPrDpRQWndk+/Yl7v+Y9u1VxctqmP5qc2SHDiW2pWrHjoquW9cv2wjksWyl9QZy3eGy3ohu3Uo8XuO6dVPN+vUD0t5g2gcR0dHFfn/Z7VJK5YVsAL/KPyX99hghPbPkHi3c/93mSJHRAd+cw+HQwIEDiz3Ab9Cggdq2bav4+HhFRETo8OHD2rZtm7Zu3epVyMIXeXl5Gj16tDZv3ux67fLLL9dZZ53l1+1UlDOk99lnn+mzzz6TJL+G9TZs2KA+ffro0KFDHq8nJyerdevWioyMVFpamn777TdJ0quvvlpuMMOoZcuWeQSH6tevH/BAF8p36NAh7d+/3zXdoEEDn4bzbNq0qcd0WlqaLr30Ur+1r6gtW7bovvvuc1VOa9q0qdq2bavY2Fht27ZNa9ascX2ZMSsrS4MGDdL69et16NAhXXjhhdq9e7ckKSEhQZ06dVLNmjW1a9cu/fDDD67z0KlTp3T99dcrLS1Ndf30d5JUWKVtyJAheu+994r9W8uWLdW8eXPVqlVLR44c0ZYtW7R582afv5i5ZcsWjR07VkeOHJEk1a1bV507d1adOnW0f//+EoNVu3btUo8ePTwCl1JhBdIOHTqoRo0a2rVrl3766SfXPsrLy9PYsWN19OhRPfLII6W2J1DXg0Dty0Dui5Js2rRJ48aNc4X06tatqy5duiguLk579uzRDz/8oNOnT7vmnzVrlux2e7nBaofDoeHDh+vNN9/0eD02NladOnVSYmKiHA6Htm3bpl9++cW1b37//Xede+65WrVqlRJKeXYUDNd4+BdBPSCcpaSU2PlWs2tXVa9fP2CbDWSHbMQ556ggMtIjHOHeoRgIlTG+e2WNIV+Z27GV0PnpsNtV9x//UB0/faMr1PZboLdlq1q1xPekQa9eqh+Ab9n58rvYqlcvsW0JvXvLUUbbQuHzGQq/Q2VsI+h+hzp1eMADVEQJ96ey29Wyf3//h1zPOEMaM6YwROu2reRAbAshZ6mkagaWt0dIkZG+LeOIbag/mr/kGv7WYbNrV4uZcsQ2lC+riq4Wq2oVbHyMpNatW1ds4XCTnFw47P2oUYXnGbtdtpkzddY//mF2y8JDs2bKe+EFRf5VpdXx1/4/04uhlPyuadMSj4WkLl0qvy1AeRITlffii4ocPdrjs9MgNdXsllWO+vV16rnnFHXnnR6/P/eGsKztsxnu1mwn90jb50gtbgv4phYvXqzly5e7pps3b66XX35ZF1xwQYl9WsePH9dXX32lt956S/lFv2zqg+PHj2vnzp367rvv9NJLL7lCaFJhKOell16q8Lr9be3atR7DjY4ZM0aSf8J6+fn5Gj58uEdILzk5Wa+//nqxioK//PKLRo4cqTVr1uhf//qX10MeVsQLL7zgMd2vX79KfZ6BkhUdstLXwGajRo08pksbJtRfxo0bp8OHD6tVq1aaOXOmevfu7fHvv/zyiwYMGKD09HRJ0ubNmzV79mx98skn2r17txo2bKgXXnhBV111lcfxt2PHDg0ePFhr166VJB04cEBTp07VU0895be2P/zwwx7BMpvNphEjRmjChAnFAo9S4TC9H3zwgV599VWvt3HPPffo2LFjSkxM1LPPPqtBgwYp0q3T5/Tp0x6BWWegyz2YlpiYqBdffFFXXXWVx5cr9+3bp3Hjxmnu3Lmu1/71r3+pR48euuiii0psT6CuB4HYl4HeFyUZP368jh49qho1aujpp5/WiBEjVKVKFde/Z2dna9KkSXr++eddr73yyivq27ev+vfvX+p6p06d6hHSq1OnjiZPnqzhw4crJibGY97t27fr7rvv1scffyypMKw4fPhwffHFFyW+R2Zd4xE4BPWAcJaQIMdLL0m33+7R+ZTYoYPZLau4M85Q1uOPq+6ECeHZoWgl9erpxLRpir3nHo/3Kv6vctgwQZ06OjF9umLvvtvjPYlr1crslklxcSU+3KrVsqXZLQNK1rSpcp9/XvY77uABD+CLUu5PA/LZSUgodm0Rn1N4yejgr5EV7CM7kHiLsutcptgTm3S6ehvlRSf6vA6HgWcyFavDF8ZGjiwc9n7jxsKwPueXyjVypNY1baqY9HRFtWunpt27m9oWjgVYhePmm7WuSRPFpKcrOjVVTbp1M7tJlSr/ppu07qyzFJOermqdOqmRD8PQAUHldLb0x7tmtwKS9Mc70plDpKi4gG7m008/df1st9v15ZdfqlmzZqXOX61aNfXv31/9+/dXTk6O19tJSEjQ3r17y52vffv2evvtt4Oqelv37t21aNEiDRw40FUtyV9hvTlz5mj16tWu6RYtWmj58uWqV0LF/vbt22vp0qW64IILtHLlSuXm5hradmm+/vrrYqGaO++8MyDbgm+clemcSjpOylJ0/qLr87fs7Gy1bt1ay5YtU506dYr9e/v27fXRRx+pQ4cOKigo7DEZP368srOzlZiYqO+//77Ec0HTpk316aefKjk52VXdbP78+XryyScrPBKAu1WrVmnKlCmuabvdrrlz5+r6668vdZk6derolltu0S233OLVuU6SK6S3YsWKEgNrUVFRSkz8u//mP//5j7755hvXdEJCgpYtW1Zi9dH69evrjTfeUIMGDVwBRofDof/7v//Tli1bPAKBToG4HgRqXwZ6X5QkOztbMTEx+uyzz0ocmj0uLk7PPfecEhMTNX78eNfrd9xxh/r16ye7vXjE6vfff9fEiRNd040bN9ayZctKvQY2a9ZMH374oW655RbNmTNHkvTf//5XixcvVr9+/YrNX1nXeFQe+liBMOe45Rat++wzpb38snYsXVrYeWxxx4YMcf1Op7ZsCYnfKVSduuEG13uVtXYt71UQyL3xRtd7sm/16uB6T0aOlDIypG++Kfx/MLUNKEHBzTe7Pk8ZK1ZwzAJesv2//+f67Gz/9tvAfna4tqCCjAb1bAZWkBeVoKNxvZUXXbGgT4GPlfzcGVg0fCUkSOefTzDLBDabTXnx8TrWubPy/Dh8eoVxLMBCnJ+dfB8fGocK5+9fEMARR4CAy/pJ8nHoPgSIwyEdWBnwzfzxxx+un1NTU8t8gF9U0Uo/RnTp0kVvvfWWVq9ereTkZL+t11/69eunRYsWeVSxGzNmjOHKfzNmzPCYnjVrVpnhq2rVqunNN9/0qOLkTwcOHNBNN93k8dqIESPUvn37gGwPvnGG0px8/QzGxsaWub5AmDdvXokhPad27drp4osvdk1nZ2dLkmbOnFlmYDcxMVFDhw51Te/Zs0dpaWnGGyxp8uTJHkOvTpgwocxgWVENfBhp6sUXXywxpFcS90ptUuH5o7whwqdMmaKOHTu6pnfs2KFPPvmkxHkDcT0I1L4M9L4ozQMPPFBiSK/oPD169HBNZ2RkuCrgFfXUU0+5hpq12Wx6//33yw2q22w2zZgxw6NC5nPPPVfivMFyjYf/ENQDwpzD4QjJzifn70QHeHBzP/7KGr4UlSuozwk83IKFhOo1FqgMlRqs4NqCCjAa1IswugIDCgz0BNGJBCtxH/7FQVABABBuDvxodgvgLuuHyt1cVlalbs/d6tWr9eKLL3pU/wk2/g7rbdq0ST///LNr+rzzzis3ACIVDo177bXXVmibZcnPz9eQIUO0a9cu12uNGjXStGnT/L4tVMzx48c9pn0N0hSdv+j6/K13797q1KlTufNdcMEFHtNnnXWWrrzySp+X+/XXX31rYAn27dunjz76yDWdkJCgBx980PB6S9KsWTMNGDDAq3k3b96sVatWuaZTU1O9WjYiIkKTJk3yeG3+/PnlLueP60Gg9mVl7wun2NhY3XPPPV7N614lTyqsAFhUdna23nrrLdd0//791dnLqtwxMTH6v//7P9f0kiVLdOLEiTKXMfMaD/9h6FsAgGncH5a4P0QBAAAAgpmZFfWMchDUQ5hwHyqJoB4AIOycyDC7BXBXCe9HcnKyFi9eLEnauXOnXnrpJcPDuZZk1apVys/PlyQVFBTo8OHD2rZtm7755hvNnz9fR48e1YoVK7RixQoNGTJEc+fO9QjE+Wrr1q0BqRbWsGFDPfzww5owYYLrtYoOg/vDD55BzKuvvtrrZa+55hqfAibeuOOOO/TVV1+5pqOiorRw4ULFxcX5dTvwH1+fjxWdP9B/71xyySVezde8eXOP6Ysuusir363ocvv37/e+caVYunSpx34ZPnx4wCpYXn755V6/h99//73H9JAhQ7zezmWXXaa4uDhXtcKi63Ly9/UgUPuyMvZFSfr27asaNWp4Ne+FF16ounXr6sCBA5KKn+8lacWKFR5DmA8ePNjrtkjyCHbn5eVp5cqV6t27t8c8lXWNR+UhqAeEOYJSMBPHHwAAKIp7AlhBvsHlI4yuwAAq6iGc2Gw2ORwOFRSYmI4FAACoBNdee62effZZ1/SYMWP0wQcfaMSIEerbt2+ZQ1b6IikpqdhrHTp00ODBg/XYY49pxIgRriEIFy5cqNzcXL333nsV3t7IkSO1dOnSCi/vqzFjxig+Pt6nSnfu1fSkwuF/veVt1SVvPfHEE5o5c6ZrOiIiQvPmzdM//vEPv24HxlSrVs1j+uTJkz4tX3T+6tWrG25TWVq1auXVfDVr1vSYbtmyZYWWO3LkiHcNK8NPP/3kMX3eeecZXmdpfBlSes2aNR7T55xzjtfL2u12derUSV9//bWkwmGC9+zZo8TERI/5/H09CNS+rIx9URJfztGRkZHq2LGj/ve//5W6nRUrVngsU7duXaWnp3u9DWf43WnHjh3FgnqVdY1H5SGoBwAwDUE9AKGMcxxgHBWQEKwMRX4cks3EQ7sgsuLLGlgUMIUzqMf1BAAAhLpu3brp1ltv1SuvvOJ67euvv9bXX38tm82mtm3bqkePHurVq5d69+6t+vXr+70NdevW1aJFi3TppZe6whPvv/++Fi5c6FOlJLOtX7/ep6De3r17PabPOussr5dNTExU1apVyx3q0BuvvfaaR4VASXrxxRcDMryuVFj5aeHChQFZd0Vdf/31HpW1g1XRoF5OTo5PyxedP9BBvVq1ank1n93uGT2p6HLu1ckqKjMz02O6devWhtdZmnr16nk9b9FqgUWrCZYnOTnZdX51rq9oOM3f14NA7cvK2Bcl8eUc7WyXM6gnFQ4F7L4d92HGpcKKfUYcPHiw2GvBcI2HfxHUA8IcIQKYieMPAAAAVmQkqGdmSE8yNvQtd+ywGuffmQT1AABhp2qSdHSb2a2AU9XiVegCYcaMGWrYsKGmTJniUXHL4XBo3bp1WrdunWbMmKGIiAidd955Gj16tAYNGuTXvnm73a4XXnjBI8gxffp0ywT1IiIifKq2JEmHDx/2mC5aHaw8NWvWNBzUe/fdd3Xbbbd5vPbEE09o1KhRhtZblpycHN1www0BW39FDB48WDExMWY3o1xFA2xZWVk+LV804ORtIK6iKhp+NDM06Ryq1CmQQz/7EpR0DtXq5Ov5ouh7fejQoRLn8+f1IFD7srL2RVFGt1O03SUF64wobbj3YLjGw3+CP1IOAAhZBPUAAEBJCFYg2BkK6hlZ2OMjUbH7Z4a+RThxPhhi6FsAQNip283sFsBdfPdK2UxERIQmTpyo7du368knn1S3bt2KVaqSCu+Nvv32W1199dXq1auX9uzZ49d2pKSk6Oyzz3ZNr1692usARVELFy7Ujh07AvLfk08+6bGtiIgIzZkzR/379/epjUb7Lowu/+WXX2rYsGEe97z33nuvHnzwQUPrReAUrRyWkZHh0/JF5/e1Qlg4CtZnkL62y9vzRSCvB4Hal4HaF4Hejj8qQHqzvWC5xsM/qKgHhDmCUjATxx+AUMY5DgBCV76BZSNMzgsZqajH0LewGoLfAICwFX+OZLNJXAPNZ7NJdbtW6iYTEhJ0//336/7779exY8e0cuVKLVu2TEuWLNGKFSuUl5fnmnfZsmW69NJLtXLlSkVHR/utDS1atNBvv/0mqfBeLD09XbVr167Q7xIIb7/9th566CHXtDOkd+ONN/q8rqLVpY4cOaL4+Hivlz969KjP23RasWKFBg4cqNOnT7teu+WWW/T0009XeJ3eio6O1r///e+Ab8cXVapUMbsJXqldu7bq1avnqoyXmZmpEydOqGrVql4tv2PHDo/pVq1a+b2NVlenTh2P6UOHDgW88qA3ip4vDh8+7FOFtyNHjnhMl3de9cf1IFD7srL3hft2fFF0O0XbXXT/HDx4sELXO28FwzUexhHUAwCYhhBL8OF9AAAAKJ+Rx52GKur5Qb6BtB0V9WA1BPUAAGErKk5qfLW08x2zW4LG1xS+HyapXr26LrjgAl1wwQWaNGmSsrKy9Morr+iJJ55wDZ23bt06zZ4926/DpBYNTJ06dcpv6zbq7bff1tChQ5WfX/gVLCMhPUmqX7++x/S2bdu8Durt2bOnwsPe/vzzz+rXr5/H8tdcc41effXVCq3PV1WqVNHYsWMrZVuhqE2bNvr2228lFVbAWr16tc477zyvlv3pp588pt2HmkahoiHfDRs2qEmTJuY0xk29evU8prdu3aqkJO+HR9+8eXOZ6ytLRa8HgdqXZu2Lbdu2eb0NZ7vcFT3nF53eunWrz0OoV5RZ13gYRx8rEOYISsFMHH8AAKAkBCsQ7Ixk7YxU1PPLJ8LAbTedSLAaricAfEX/FEJKs5ul2ESzWxHeYs+Qmo0wuxUe4uPj9dBDD+m1117zeP2TTz7x63Z2797tMV00yGAWf4f0JKljx44e06tWrfJ6WV/mdZeWlqY+ffp4VIbq27ev5s+fr4gI/nKzgosuushjetmyZV4tt2vXLqWnp7umW7ZsqcaNG/uzaSGhe3fPIce/++47k1riqVOnTh7TRUOXZcnLy9OaNWtc04mJiUpMrPh13tvrQaD2pVn7wpfzbn5+vtauXeuaTkhIKLadbt26eUx//fXXXq/f3yrrGg/juFIDAExDUA9AKOMcBwChy9DQt0YW9oMCAz1BdCLBapwPKQsKTC5lCQCAGSKjpbMnSlVqmN2S8FSlRuH+jwzOoeauvfZaxcTEuKbdgz9GHT161CMIERMTo4YNG/pt/RW1fPlyv4f0pOIhjXfffdfrZd95x/eqlxkZGbr44otdw6ZK0nnnnaf333/fMkO/Qrryyis9pv/zn/94tdz8+fPLXA8K9erVyyO0OnfuXOXm5prYokLnnnuux/TChQu9Xnbx4sXKzs52TRcN0FVUedeDQO1Ls/bF559/7vWQ419//bUOHDhQ5nYuuOACj+c/8+bNM70PIpDXePgHfaxAmCNEADNx/AEAAMCKzKqo5w8FBoa+NbAoYAoq6gEAwl6tFKnzS1TWq2yxiYX7vVYrs1tSKrvdrqpVq7qmo6Ki/Lbuf//73zp9+rRr+sILL1R0tPmBxe7du2vQoEGS/BfSk6SUlBS1b9/eNf3dd995VR1t8+bNPgf19u/fr4svvlgZGRmu1zp37qxPPvlEsbGxPq0L5mrbtq3OPvts1/TGjRv1+eefl7nMyZMn9fLLL3u8dt111wWkfVZXr149XXXVVa7pzMxMTZ482bwG/SU5OVmdO3d2Tf/666/64IMPyl2uoKBA//rXvzxeGzZsmF/aVN71IFD70qx9cfLkSU2fPt2reR977DGP6aFDhxabp0GDBh77Z+PGjZo5c6bX7QmEQF7j4R8E9QAApiGoF9x4mAUAMAvBCgQ7I1k7m6GgnvHPBBX1EE7c/87kmgIACFvVkqQuM6TGV0uRBHkCKjK2cD93mVm43yvRzJkzPSqsleeLL77QwYMHXdMtW7YsNs+0adN07Ngxn9rxzjvvFAtw3HrrrT6tI1AiIyO1YMECXXfddX4L6TmNGjXKY/qWW25RVlZWqfMfP35cN9xwg09VqY4cOaJLL71UaWlprtfatGmjL774QjVr1vS90TDdI4884jE9ZswYHTp0qNT5x48fr507d7qmr7rqKnXo0CFQzbO88ePHe/xN+Pjjj2vBggVeL793795ANEt33HGHx/Ttt9+u7du3l7nM+PHjPYZ6bdKkSanVFANxPQjUvgz0vijNk08+qeXLl/s0T8OGDUvdzsMPP+xRdfDuu+/Whx9+6FOb9uzZo8WLF5f4b4F4T2Eu+liBMBeKQalQ+T3CQSgefwDgxDkOAEKXlSvqOQjqIYy4d5QT1APgK84bCClRcVLy7VKPd6Tk0VLiJVKtNlJ0HSmqFv9V9L/oOoX7MfGSwv3a453C/RxVq9Lf4qlTp6px48YaOnSoPvzww1KH9cvLy9O8efM0ZMgQj9dLqkb02GOPqWnTprrrrrv0448/Ki8vr9Ttr127VjfccIOuvfZa19CyktSvXz9dccUVFfyt/M8Z1vNnSE8qDOZ17NjRNb1lyxb16NGjxMp6v/76q3r37q2VK1eqSpUqqlatWrnrP336tPr376+1a9e6XouPj9drr72mo0ePKj093ev/fA1fhrPS9qH7kJuSlJWVVeJ8mZmZZa5/4MCBHkNpbt++Xb169dL69es95jt8+LDuuOMOPffcc67XYmJi9Pjjjxv/JUNY586d9eCDD7qm8/LyNGzYMI0cOVI7duwocZmDBw9q1qxZ6tq1q6ZMmRKQdg0bNky9evVyTWdmZqpnz5764IMPit1/7tu3TyNGjNBTTz3les1ms+nll19WZGTJ4x4E4noQqH0Z6H1Rkri4OOXk5Oiyyy7Tq6++WiwwnZ2drbvuukvjx4/3eP2FF14odXjx9u3be3wec3NzNWDAAN18883asGFDqW05fPiw3n33XQ0ZMkRNmjTRvHnzSpwvEO8pzGU3uwEAgPBFiAUAAJSFh6MIVvnlz1KqCCML+wEV9RBO3P/OLCgo8AjuASgZ/TNAiKtSXWo82OxWIEBycnK0YMECLViwQDabTcnJyWratKlq164tqbBaz88//6zDhw97LHfVVVeVGqbLysrSc889p+eee04xMTFq06aNEhISFBcXp9OnT+vgwYNat25diZV+unbt6lPFJSuLjIzU3Llz1bNnT1eIKy0tTeedd55atmyp1q1bKzIyUps3b9a6detcy02YMEGzZ8/W8ePHy1z/n3/+qW+//dbjtaysLJ177rk+t3XOnDm66aabfF4uHDVt2tSr+e677z7dd999xV7v1atXsffNnc1m03vvvacuXbrozz//lCStX79eqamp6tSpk5o1a6YDBw5o5cqVxYI5r7/+utq0aeP9LxOmHn30UW3atEnvv/++pMK+xlmzZmnWrFlKSUlR8+bNVbNmTR05ckRbtmzR5s2bVVBQ+A3Liny+vBEREaF58+apR48ermGs//zzTw0cOFANGzZUhw4dVL16dWVkZOinn34qFpJ+8MEH1adPnzK3EYjrQSD2ZWXsi6ImT56scePG6ejRo7r11lv14IMPqmvXroqLi9OePXv0ww8/6NSpUx7LjBw5UgMGDChzvc6Kl6+88orrtTlz5mjOnDlKSkpSmzZtVKdOHeXm5io7O1tbt25Venq61/3fgXhPYR6CegBc6IhDZSOoBwAASsJ9AYKdoaFvTc6fFnj/JeNiiDjBahj6FgAAhCuHw6G0tDSPYVJLcu2112ru3LlerTMnJ8djuMHS2Gw23XbbbXrqqadUvXp1r9YdCs4++2x9/vnn6tevn8eQg6W9DzfffLMmTpyo2bNnV2YzEWTOOOMMffnllxo8eLDrOHE4HFq9erVWr15dbP6YmBhNnz5dQ4cOreymWlJkZKTeeecdjR8/Xk8//bQrOCZJGzdu1Ma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" ] }, "metadata": { "image/png": { "height": 816, "width": 1269 } }, "output_type": "display_data" } ], "source": [ "# plot network\n", "base = arcs.plot(alpha=0.2, linewidth=1, color=\"k\", figsize=(10, 10), zorder=0)\n", "vertices.plot(ax=base, markersize=1, color=\"r\", zorder=2)\n", "# plot observations\n", "schools.plot(ax=base, markersize=5, color=\"k\", zorder=2)\n", "supply.plot(ax=base, markersize=100, alpha=0.25, color=\"b\", zorder=3)\n", "supply_snapped.plot(ax=base, markersize=20, marker=\"x\", color=\"b\", zorder=3)\n", "demand.plot(ax=base, markersize=100, alpha=0.25, color=\"g\", zorder=2)\n", "demand_snapped.plot(ax=base, markersize=20, marker=\"x\", color=\"g\", zorder=3)\n", "# plot shipments\n", "plot_shipments(shipments.groupby(\"O\"), base)\n", "# add labels\n", "obs_labels(supply, base, 14, c=\"b\")\n", "obs_labels(demand, base, 14, c=\"g\")\n", "# add legend\n", "elements += [shipments.groupby(\"O\")]\n", "legend(elements)\n", "# add scale bar\n", "scalebar = ScaleBar(1, units=\"m\", location=\"lower left\")\n", "base.add_artist(scalebar);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---------------------------------\n", "#### By utilizing the Transportation Problem, Dr. Carson has been able to minimize shipping costs and redistribute the microscopes to the schools in need!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "----------------------" ] } ], "metadata": { "hide_input": false, "kernelspec": { "display_name": "Python [conda env:py310_spgh_dev]", "language": "python", "name": "conda-env-py310_spgh_dev-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.6" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false } }, "nbformat": 4, "nbformat_minor": 2 }