{ "cells": [ { "cell_type": "markdown", "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "source": [ "# The Maximal Coverage Location Problem\n", "\n", "*Authors:* [Germano Barcelos](https://github.com/gegen07), [James Gaboardi](https://github.com/jGaboardi), [Levi J. Wolf](https://github.com/ljwolf), [Qunshan Zhao](https://github.com/qszhao)\n", "\n", "The objective of the LSCP is to minimize the number of candidate facility sites in a maximum service standard but therein arises another problem: the budget. Sometimes it requires many facility sites to achieve complete coverage, and there are circumstances when the resources are not available. Therefore, determining how much coverage can be achieved considering an exact number of facilities is highly beneficial. The MCLP class solves this problem: _Maximize the amount of demand covered within a maximal service distance or time standard by locating a fixed number of facilities_.\n", "\n", "**MCLP in math notation:**\n", "\n", "$\\begin{array} \\displaystyle \\textbf{Maximize} & \\displaystyle \\sum_{i \\in I}{a_iX_i} && (1) \\\\\n", "\\displaystyle \\textbf{Subject to:} & \\displaystyle \\sum_{j\\in N_i}{Y_j \\geq X_i} & \\forall i \\in I & (2) \\\\\n", " & \\displaystyle \\sum_{j \\in J}{Y_j = p} && (3) \\\\\n", " & X_i \\in \\{0,1\\} & \\forall i \\in I & (4) \\\\\n", " & Y_j \\in \\{0,1\\} & \\forall j \\in J & (5) \\\\ \\end{array}$\n", "\n", "$\\begin{array} \\displaystyle \\textbf{Where:}\\\\ & & \\displaystyle i & \\small = & \\textrm{index referencing nodes of the network as demand} \\\\\n", "& & j & \\small = & \\textrm{index referencing nodes of the network as potential facility sites} \\\\\n", "& & S & \\small = & \\textrm{maximal acceptable service distance or time standard} \\\\\n", "& & d_{ij} & \\small = & \\textrm{shortest distance or travel time between nodes } i \\textrm{ and } j \\\\\n", "& & N_i & \\small = & \\{j | d_{ij} < S\\} \\\\\n", "& & p & \\small = & \\textrm{number of facilities to be located} \\\\\n", "& & Y_j & \\small = & \\begin{cases} \n", " 1, \\text{if a facility is located at node } j \\\\\n", " 0, \\text{otherwise} \\\\\n", " \\end{cases} \\\\\n", "& & X_i & \\small = & \\begin{cases} \n", " 1, \\textrm{if demand } i \\textrm{ is covered within a service standard} \\\\\n", " 0, \\textrm{otherwise} \\\\\n", " \\end{cases}\\end{array}$\n", " \n", "_This excerpt above is adapted from Church and Murray (2018)._\n", "\n", "This tutorial generates synthetic demand (clients) and facility sites near a 10x10 lattice representing a gridded urban core. Three MCLP instances are solved while varying parameters:\n", "\n", "* `MCLP.from_cost_matrix()` with network distance as the metric\n", "* `MCLP.from_geodataframe()` with euclidean distance as the metric\n", "* `MCLP.from_geodataframe()` with predefined facility locations and euclidean distance as the metric" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:39.921691Z", "start_time": "2023-01-10T18:22:39.877034Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:33.158449Z", "iopub.status.busy": "2025-04-07T19:06:33.158177Z", "iopub.status.idle": "2025-04-07T19:06:33.188049Z", "shell.execute_reply": "2025-04-07T19:06:33.187583Z", "shell.execute_reply.started": "2025-04-07T19:06:33.158425Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: 2025-04-07T15:06:33.176279-04:00\n", "\n", "Python implementation: CPython\n", "Python version : 3.12.9\n", "IPython version : 9.0.2\n", "\n", "Compiler : Clang 18.1.8 \n", "OS : Darwin\n", "Release : 24.4.0\n", "Machine : arm64\n", "Processor : arm\n", "CPU cores : 8\n", "Architecture: 64bit\n", "\n" ] } ], "source": [ "%config InlineBackend.figure_format = \"retina\"\n", "%load_ext watermark\n", "%watermark" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:42.552523Z", "start_time": "2023-01-10T18:22:39.926969Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:33.188779Z", "iopub.status.busy": "2025-04-07T19:06:33.188656Z", "iopub.status.idle": "2025-04-07T19:06:34.353793Z", "shell.execute_reply": "2025-04-07T19:06:34.353535Z", "shell.execute_reply.started": "2025-04-07T19:06:33.188765Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Watermark: 2.5.0\n", "\n", "geopandas : 1.0.1\n", "numpy : 2.2.4\n", "matplotlib: 3.10.1\n", "shapely : 2.1.0\n", "spopt : 0.6.2.dev3+g13ca45e\n", "pulp : 2.8.0\n", "spaghetti : 1.7.6\n", "\n" ] } ], "source": [ "import warnings\n", "\n", "import geopandas\n", "import matplotlib.lines as mlines\n", "import matplotlib.pyplot as plt\n", "import numpy\n", "import pulp\n", "import shapely\n", "from matplotlib.patches import Patch\n", "\n", "import spopt\n", "from spopt.locate import MCLP, simulated_geo_points\n", "\n", "with warnings.catch_warnings():\n", " warnings.simplefilter(\"ignore\")\n", " # ignore deprecation warning - GH pysal/spaghetti#649\n", " import spaghetti\n", "\n", "%watermark -w\n", "%watermark -iv" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Since the model needs a cost matrix (distance, time, etc.) we should define some variables. First we will assign some the number of clients and facility locations, then the maximum service radius, followed by random seeds in order to reproduce the results. Finally, the solver, assigned below as `pulp.COIN_CMD`, is an interface to optimization solver developed by [COIN-OR](https://github.com/coin-or/Cbc). If you want to use another optimization interface, such as Gurobi or CPLEX, see this [guide](https://coin-or.github.io/pulp/guides/how_to_configure_solvers.html) that explains how to achieve this." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:42.560576Z", "start_time": "2023-01-10T18:22:42.555595Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.354809Z", "iopub.status.busy": "2025-04-07T19:06:34.354668Z", "iopub.status.idle": "2025-04-07T19:06:34.356621Z", "shell.execute_reply": "2025-04-07T19:06:34.356445Z", "shell.execute_reply.started": "2025-04-07T19:06:34.354802Z" } }, "outputs": [], "source": [ "# quantity demand points\n", "CLIENT_COUNT = 100\n", "\n", "# quantity supply points\n", "FACILITY_COUNT = 10\n", "\n", "# maximum service radius (in distance units)\n", "SERVICE_RADIUS = 4\n", "\n", "# number of candidate facilities in optimal solution\n", "P_FACILITIES = 4\n", "\n", "# random seeds for reproducibility\n", "CLIENT_SEED = 5\n", "FACILITY_SEED = 6\n", "\n", "# set the solver\n", "solver = pulp.COIN_CMD(msg=False, warmStart=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Lattice 10x10\n", "\n", "Create a 10x10 lattice with 9 interior lines, both vertical and horizontal." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:42.606654Z", "start_time": "2023-01-10T18:22:42.565609Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.357021Z", "iopub.status.busy": "2025-04-07T19:06:34.356865Z", "iopub.status.idle": "2025-04-07T19:06:34.367854Z", "shell.execute_reply": "2025-04-07T19:06:34.367676Z", "shell.execute_reply.started": "2025-04-07T19:06:34.357013Z" } }, "outputs": [], "source": [ "with warnings.catch_warnings():\n", " warnings.simplefilter(\"ignore\")\n", " # ignore deprecation warning - GH pysal/libpysal#468\n", " lattice = spaghetti.regular_lattice((0, 0, 10, 10), 9, exterior=True)\n", "ntw = spaghetti.Network(in_data=lattice)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Transform the `spaghetti` instance into a geodataframe." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:42.762685Z", "start_time": "2023-01-10T18:22:42.609028Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.368192Z", "iopub.status.busy": "2025-04-07T19:06:34.368129Z", "iopub.status.idle": "2025-04-07T19:06:34.409502Z", "shell.execute_reply": "2025-04-07T19:06:34.409201Z", "shell.execute_reply.started": "2025-04-07T19:06:34.368184Z" } }, "outputs": [], "source": [ "streets = spaghetti.element_as_gdf(ntw, arcs=True)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:42.799074Z", "start_time": "2023-01-10T18:22:42.765041Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.410030Z", "iopub.status.busy": "2025-04-07T19:06:34.409948Z", "iopub.status.idle": "2025-04-07T19:06:34.421684Z", "shell.execute_reply": "2025-04-07T19:06:34.421456Z", "shell.execute_reply.started": "2025-04-07T19:06:34.410022Z" } }, "outputs": [], "source": [ "streets_buffered = geopandas.GeoDataFrame(\n", " geopandas.GeoSeries(streets[\"geometry\"].buffer(0.5).union_all()),\n", " crs=streets.crs,\n", " columns=[\"geometry\"],\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plotting the network created by `spaghetti` we can verify that it mimics a district with quarters and streets." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:43.008488Z", "start_time": "2023-01-10T18:22:42.800670Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.422132Z", "iopub.status.busy": "2025-04-07T19:06:34.422045Z", "iopub.status.idle": "2025-04-07T19:06:34.485377Z", "shell.execute_reply": "2025-04-07T19:06:34.485132Z", "shell.execute_reply.started": "2025-04-07T19:06:34.422124Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 413, "width": 416 } }, "output_type": "display_data" } ], "source": [ "streets.plot();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simulate points in a network\n", "\n", "The `simulated_geo_points` function simulates points near a network. In this case, it uses the 10x10 lattice network created using the `spaghetti` package. Below we use the function defined above and simulate the points near the lattice edges." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:43.026851Z", "start_time": "2023-01-10T18:22:43.011584Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.485947Z", "iopub.status.busy": "2025-04-07T19:06:34.485865Z", "iopub.status.idle": "2025-04-07T19:06:34.492211Z", "shell.execute_reply": "2025-04-07T19:06:34.491956Z", "shell.execute_reply.started": "2025-04-07T19:06:34.485939Z" } }, "outputs": [], "source": [ "client_points = simulated_geo_points(\n", " streets_buffered, needed=CLIENT_COUNT, seed=CLIENT_SEED\n", ")\n", "facility_points = simulated_geo_points(\n", " streets_buffered, needed=FACILITY_COUNT, seed=FACILITY_SEED\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Plotting the 100 client and 10 facility points we can see that the function generates dummy points to an area of 10x10, which is the area created by our lattice created on previous cells." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:43.591227Z", "start_time": "2023-01-10T18:22:43.029813Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.492730Z", "iopub.status.busy": "2025-04-07T19:06:34.492618Z", "iopub.status.idle": "2025-04-07T19:06:34.647967Z", "shell.execute_reply": "2025-04-07T19:06:34.647687Z", "shell.execute_reply.started": "2025-04-07T19:06:34.492722Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 501, "width": 802 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6, 6))\n", "streets.plot(ax=ax, alpha=0.8, zorder=1, label=\"streets\")\n", "facility_points.plot(\n", " ax=ax,\n", " color=\"red\",\n", " zorder=2,\n", " label=f\"facility candidate sites ($n$={FACILITY_COUNT})\",\n", ")\n", "client_points.plot(ax=ax, color=\"black\", label=f\"clients sites ($n$={CLIENT_COUNT})\")\n", "plt.legend(loc=\"upper left\", bbox_to_anchor=(1.05, 1));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For each client point the model supposes that there is a weight. So, we assign some random integers using `numpy` to simulate these weights. We will simulate weights in a range from a minimum of 1 and a maximum of 12." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:43.601872Z", "start_time": "2023-01-10T18:22:43.596168Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.648544Z", "iopub.status.busy": "2025-04-07T19:06:34.648405Z", "iopub.status.idle": "2025-04-07T19:06:34.650928Z", "shell.execute_reply": "2025-04-07T19:06:34.650706Z", "shell.execute_reply.started": "2025-04-07T19:06:34.648518Z" } }, "outputs": [ { "data": { "text/plain": [ "array([ 6, 1, 4, 4, 8, 10, 4, 6, 3, 5, 8, 7, 9, 9, 11, 2, 7,\n", " 8, 8, 9, 2, 6, 10, 9, 10, 5, 4, 1, 4, 6, 1, 3, 4, 9,\n", " 2, 4, 4, 4, 8, 1, 2, 10, 10, 1, 11, 5, 8, 4, 3, 8, 3,\n", " 1, 1, 5, 6, 6, 7, 9, 5, 2, 5, 10, 11, 11, 9, 2, 2, 8,\n", " 10, 10, 4, 7, 8, 3, 1, 4, 6, 10, 11, 5, 5, 7, 5, 5, 4,\n", " 5, 5, 9, 5, 4, 11, 8, 6, 6, 1, 2, 6, 10, 4, 1])" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "numpy.random.seed(0)\n", "ai = numpy.random.randint(1, 12, CLIENT_COUNT)\n", "ai" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What's total the value of \"weighted\" clients?" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:43.610416Z", "start_time": "2023-01-10T18:22:43.604999Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.651265Z", "iopub.status.busy": "2025-04-07T19:06:34.651197Z", "iopub.status.idle": "2025-04-07T19:06:34.653568Z", "shell.execute_reply": "2025-04-07T19:06:34.653390Z", "shell.execute_reply.started": "2025-04-07T19:06:34.651258Z" } }, "outputs": [ { "data": { "text/plain": [ "np.int64(579)" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "client_points[\"weights\"] = ai\n", "client_points[\"weights\"].sum()" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:43.935334Z", "start_time": "2023-01-10T18:22:43.612780Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.655570Z", "iopub.status.busy": "2025-04-07T19:06:34.655467Z", "iopub.status.idle": "2025-04-07T19:06:34.753592Z", "shell.execute_reply": "2025-04-07T19:06:34.753318Z", "shell.execute_reply.started": "2025-04-07T19:06:34.655561Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 501, "width": 729 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6, 6))\n", "streets.plot(ax=ax, alpha=0.8, zorder=1, label=\"streets\")\n", "client_points.plot(\n", " ax=ax,\n", " color=\"black\",\n", " label=f\"clients sized weight\\n\\t$\\\\sum$={client_points['weights'].sum()}\",\n", " markersize=ai * 2,\n", ")\n", "plt.legend(loc=\"upper left\", bbox_to_anchor=(1.05, 1));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Assign simulated points network locations\n", "\n", "The simulated client and facility points do not adhere to network space. Calculating distances between them without restricting movement to the network results in a euclidean distances,'as the crow flies.' While this is acceptable for some applications, for others it is more realistic to consider network traversal (e.g. Does a mail carrier follow roads to deliver letters or fly from mailbox to mailbox?).\n", "\n", "In our first example we will consider distance along the 10x10 lattice network created above. Therefore, we must first snap the observation points to the network prior to calculating a cost matrix." ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.023028Z", "start_time": "2023-01-10T18:22:43.938242Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.754045Z", "iopub.status.busy": "2025-04-07T19:06:34.753962Z", "iopub.status.idle": "2025-04-07T19:06:34.815160Z", "shell.execute_reply": "2025-04-07T19:06:34.814889Z", "shell.execute_reply.started": "2025-04-07T19:06:34.754037Z" } }, "outputs": [], "source": [ "with warnings.catch_warnings():\n", " warnings.simplefilter(\"ignore\")\n", " # ignore deprecation warning - GH pysal/libpysal#468\n", " ntw.snapobservations(client_points, \"clients\", attribute=True)\n", "clients_snapped = spaghetti.element_as_gdf(ntw, pp_name=\"clients\", snapped=True)\n", "clients_snapped.drop(columns=[\"id\", \"comp_label\"], inplace=True)\n", "\n", "with warnings.catch_warnings():\n", " warnings.simplefilter(\"ignore\")\n", " # ignore deprecation warning - GH pysal/libpysal#468\n", " ntw.snapobservations(facility_points, \"facilities\", attribute=True)\n", "facilities_snapped = spaghetti.element_as_gdf(ntw, pp_name=\"facilities\", snapped=True)\n", "facilities_snapped.drop(columns=[\"id\", \"comp_label\"], inplace=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now the plot seems more organized as the points occupy network space. The network is plotted below with the network locations of the facility points and clients points." ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.497629Z", "start_time": "2023-01-10T18:22:44.025739Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.815615Z", "iopub.status.busy": "2025-04-07T19:06:34.815533Z", "iopub.status.idle": "2025-04-07T19:06:34.931268Z", "shell.execute_reply": "2025-04-07T19:06:34.931012Z", "shell.execute_reply.started": "2025-04-07T19:06:34.815607Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 505, "width": 798 } }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6, 6))\n", "streets.plot(ax=ax, alpha=0.8, zorder=1, label=\"streets\")\n", "facilities_snapped.plot(\n", " ax=ax,\n", " color=\"red\",\n", " zorder=2,\n", " label=f\"facility candidate sites ($n$={FACILITY_COUNT})\",\n", ")\n", "clients_snapped.plot(ax=ax, color=\"black\", label=f\"clients sites ($n$={CLIENT_COUNT})\")\n", "plt.legend(loc=\"upper left\", bbox_to_anchor=(1.05, 1));" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculating the (network distance) cost matrix\n", "Calculate the network distance between clients and facilities." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.567840Z", "start_time": "2023-01-10T18:22:44.500890Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.931745Z", "iopub.status.busy": "2025-04-07T19:06:34.931669Z", "iopub.status.idle": "2025-04-07T19:06:34.955495Z", "shell.execute_reply": "2025-04-07T19:06:34.955200Z", "shell.execute_reply.started": "2025-04-07T19:06:34.931738Z" } }, "outputs": [ { "data": { "text/plain": [ "(100, 10)" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cost_matrix = ntw.allneighbordistances(\n", " sourcepattern=ntw.pointpatterns[\"clients\"],\n", " destpattern=ntw.pointpatterns[\"facilities\"],\n", ")\n", "cost_matrix.shape" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The expected result here is a network distance between clients and facilities points, in our case a 2D 100x10 array." ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.575251Z", "start_time": "2023-01-10T18:22:44.570960Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.956031Z", "iopub.status.busy": "2025-04-07T19:06:34.955822Z", "iopub.status.idle": "2025-04-07T19:06:34.958284Z", "shell.execute_reply": "2025-04-07T19:06:34.958069Z", "shell.execute_reply.started": "2025-04-07T19:06:34.956024Z" } }, "outputs": [ { "data": { "text/plain": [ "array([[13.39951703, 15.61157572, 4.39383189, 8.40604635, 3.73034161,\n", " 3.4833522 , 6.2764559 , 5.52085069, 11.59649553, 7.51670161],\n", " [13.92618165, 16.13824034, 4.92049651, 8.93271097, 4.25700623,\n", " 4.01001682, 6.80312052, 4.99418607, 12.12316015, 8.04336623],\n", " [ 7.55064416, 9.76270285, 4.54495901, 2.55717348, 2.57689625,\n", " 2.36552068, 0.42758302, 5.36972356, 5.74762266, 6.33217127],\n", " [ 3.52405953, 5.73611822, 8.11317865, 3.87460688, 6.14511589,\n", " 6.3921053 , 3.5990016 , 6.19849608, 1.72103803, 4.35875589],\n", " [ 7.75652815, 7.09845387, 6.75084301, 4.76305747, 4.78278024,\n", " 7.02976965, 6.63346702, 12.03397254, 7.95350665, 12.99642024]])" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cost_matrix[:5, :]" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.582729Z", "start_time": "2023-01-10T18:22:44.578480Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.958707Z", "iopub.status.busy": "2025-04-07T19:06:34.958642Z", "iopub.status.idle": "2025-04-07T19:06:34.961825Z", "shell.execute_reply": "2025-04-07T19:06:34.961625Z", "shell.execute_reply.started": "2025-04-07T19:06:34.958701Z" } }, "outputs": [ { "data": { "text/plain": [ "array([[ 4.82677859, 7.03883728, 6.8104596 , 4.16669209, 4.84239683,\n", " 5.08938625, 2.29628254, 4.89577702, 3.02375709, 4.06667068],\n", " [ 6.47650911, 8.6885678 , 5.47082397, 2.82705646, 3.5027612 ,\n", " 3.43965572, 0.95664692, 4.44385861, 4.67348761, 5.40630631],\n", " [10.9188216 , 13.13088029, 4.71841659, 5.92535092, 2.05492631,\n", " 1.00265676, 3.79576046, 5.19626599, 9.1158001 , 6.15871369],\n", " [ 3.17082521, 5.3828839 , 8.46641298, 1.82264547, 6.49835021,\n", " 6.74533963, 3.95223592, 7.74954251, 3.36780371, 8.4107173 ],\n", " [10.03753584, 6.81744618, 7.0318507 , 7.04406516, 7.06378793,\n", " 9.31077734, 8.91447471, 14.31498023, 10.23451434, 15.27742793]])" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cost_matrix[-5:, :]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "With ``MCLP.from_cost_matrix`` we model the MCLP to cover as much demand as possible with $p$ facility points within `SERVICE_RADIUS` distance units using the network distance cost matrix calculated above." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.603833Z", "start_time": "2023-01-10T18:22:44.584919Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.962172Z", "iopub.status.busy": "2025-04-07T19:06:34.962098Z", "iopub.status.idle": "2025-04-07T19:06:34.968713Z", "shell.execute_reply": "2025-04-07T19:06:34.968487Z", "shell.execute_reply.started": "2025-04-07T19:06:34.962165Z" } }, "outputs": [], "source": [ "mclp_from_cm = MCLP.from_cost_matrix(\n", " cost_matrix,\n", " ai,\n", " SERVICE_RADIUS,\n", " p_facilities=P_FACILITIES,\n", " name=\"mclp-network-distance\",\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The expected result is a solved instance of `MCLP`." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.669163Z", "start_time": "2023-01-10T18:22:44.605435Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.969294Z", "iopub.status.busy": "2025-04-07T19:06:34.969104Z", "iopub.status.idle": "2025-04-07T19:06:34.996345Z", "shell.execute_reply": "2025-04-07T19:06:34.995950Z", "shell.execute_reply.started": "2025-04-07T19:06:34.969287Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "mclp_from_cm = mclp_from_cm.solve(solver)\n", "mclp_from_cm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "How much coverage is observed?" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.676851Z", "start_time": "2023-01-10T18:22:44.672806Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.996968Z", "iopub.status.busy": "2025-04-07T19:06:34.996851Z", "iopub.status.idle": "2025-04-07T19:06:34.999043Z", "shell.execute_reply": "2025-04-07T19:06:34.998824Z", "shell.execute_reply.started": "2025-04-07T19:06:34.996958Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "72.0% coverage is observed\n" ] } ], "source": [ "print(f\"{mclp_from_cm.perc_cov}% coverage is observed\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Define the decision variable names used for mapping later." ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.692055Z", "start_time": "2023-01-10T18:22:44.679242Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:34.999403Z", "iopub.status.busy": "2025-04-07T19:06:34.999325Z", "iopub.status.idle": "2025-04-07T19:06:35.004985Z", "shell.execute_reply": "2025-04-07T19:06:35.004771Z", "shell.execute_reply.started": "2025-04-07T19:06:34.999396Z" } }, "outputs": [ { "data": { "text/html": [ "
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geometrydv
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" ], "text/plain": [ " geometry dv\n", "0 POINT (9.32146 3.15178) y0\n", "1 POINT (8.53352 -0.04134) y1\n", "2 POINT (0.68422 6.04557) y2\n", "3 POINT (5.32799 4.10688) y3\n", "4 POINT (3.18949 6.34771) y4\n", "5 POINT (4.31956 7.5947) y5\n", "6 POINT (5.1984 5.86744) y6\n", "7 POINT (6.59891 10.39247) y7\n", "8 POINT (8.51844 4.04521) y8\n", "9 POINT (9.13894 8.56135) y9" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "facility_points[\"dv\"] = mclp_from_cm.fac_vars\n", "facility_points[\"dv\"] = facility_points[\"dv\"].map(\n", " lambda x: x.name.replace(\"_\", \"\").replace(\"x\", \"y\")\n", ")\n", "facilities_snapped[\"dv\"] = facility_points[\"dv\"]\n", "facility_points" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculating euclidean distance from a `GeoDataFrame`\n", "\n", "With ``MCLP.from_geodataframe`` we model the MCLP to cover as much demand as possible with $p$ facility points within `SERVICE_RADIUS` distance units using geodataframes to calculate a euclidean distance cost matrix.\n", "\n", "Next we will solve the MCLP considering all 10 candidate locations for potential selection." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.715149Z", "start_time": "2023-01-10T18:22:44.693674Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:35.005392Z", "iopub.status.busy": "2025-04-07T19:06:35.005318Z", "iopub.status.idle": "2025-04-07T19:06:35.012881Z", "shell.execute_reply": "2025-04-07T19:06:35.012643Z", "shell.execute_reply.started": "2025-04-07T19:06:35.005384Z" } }, "outputs": [], "source": [ "distance_metric = \"euclidean\"\n", "clients_snapped[\"weights\"] = client_points[\"weights\"]\n", "mclp_from_gdf = MCLP.from_geodataframe(\n", " clients_snapped,\n", " facilities_snapped,\n", " \"geometry\",\n", " \"geometry\",\n", " \"weights\",\n", " SERVICE_RADIUS,\n", " p_facilities=P_FACILITIES,\n", " distance_metric=distance_metric,\n", " name=f\"mclp-{distance_metric}-distance\",\n", ")" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.761168Z", "start_time": "2023-01-10T18:22:44.717691Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:35.013382Z", "iopub.status.busy": "2025-04-07T19:06:35.013275Z", "iopub.status.idle": "2025-04-07T19:06:35.033082Z", "shell.execute_reply": "2025-04-07T19:06:35.032799Z", "shell.execute_reply.started": "2025-04-07T19:06:35.013373Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "87.0% coverage is observed\n" ] } ], "source": [ "mclp_from_gdf = mclp_from_gdf.solve(solver)\n", "print(f\"{mclp_from_gdf.perc_cov}% coverage is observed\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "However, in many real world applications there may already be existing facility locations with the goal being to add one or more new facilities. Here we will define facilites $y_0$, $y_1$, and $y_3$ as already existing (they must be present in the model solution). This will lead to a sub-optimal solution.\n", "\n", "***Important:*** The facilities in `\"predefined_loc\"` are a binary array where `1` means the associated location must appear in the solution." ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.777432Z", "start_time": "2023-01-10T18:22:44.763966Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:35.033594Z", "iopub.status.busy": "2025-04-07T19:06:35.033518Z", "iopub.status.idle": "2025-04-07T19:06:35.038293Z", "shell.execute_reply": "2025-04-07T19:06:35.038090Z", "shell.execute_reply.started": "2025-04-07T19:06:35.033585Z" } }, "outputs": [ { "data": { "text/html": [ "
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geometrydvpredefined_loc
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" ], "text/plain": [ " geometry dv predefined_loc\n", "0 POINT (9.32146 3.15178) y0 1\n", "1 POINT (8.53352 -0.04134) y1 1\n", "2 POINT (0.68422 6.04557) y2 0\n", "3 POINT (5.32799 4.10688) y3 1\n", "4 POINT (3.18949 6.34771) y4 0\n", "5 POINT (4.31956 7.5947) y5 0\n", "6 POINT (5.1984 5.86744) y6 0\n", "7 POINT (6.59891 10.39247) y7 0\n", "8 POINT (8.51844 4.04521) y8 0\n", "9 POINT (9.13894 8.56135) y9 0" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "facility_points[\"predefined_loc\"] = 0\n", "facility_points.loc[(0, 1, 3), \"predefined_loc\"] = 1\n", "facilities_snapped[\"predefined_loc\"] = facility_points[\"predefined_loc\"]\n", "facility_points" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.803076Z", "start_time": "2023-01-10T18:22:44.779394Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:35.038655Z", "iopub.status.busy": "2025-04-07T19:06:35.038596Z", "iopub.status.idle": "2025-04-07T19:06:35.044727Z", "shell.execute_reply": "2025-04-07T19:06:35.044521Z", "shell.execute_reply.started": "2025-04-07T19:06:35.038649Z" } }, "outputs": [], "source": [ "mclp_from_gdf_pre = MCLP.from_geodataframe(\n", " clients_snapped,\n", " facilities_snapped,\n", " \"geometry\",\n", " \"geometry\",\n", " \"weights\",\n", " SERVICE_RADIUS,\n", " p_facilities=P_FACILITIES,\n", " predefined_facility_col=\"predefined_loc\",\n", " distance_metric=distance_metric,\n", " name=f\"mclp-{distance_metric}-distance-predefined\",\n", ")" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.855263Z", "start_time": "2023-01-10T18:22:44.805538Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:35.045186Z", "iopub.status.busy": "2025-04-07T19:06:35.045106Z", "iopub.status.idle": "2025-04-07T19:06:35.067450Z", "shell.execute_reply": "2025-04-07T19:06:35.067170Z", "shell.execute_reply.started": "2025-04-07T19:06:35.045179Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "70.0% coverage is observed\n" ] } ], "source": [ "mclp_from_gdf_pre = mclp_from_gdf_pre.solve(solver)\n", "print(f\"{mclp_from_gdf_pre.perc_cov}% coverage is observed\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Plotting the results\n", "\n", "The two cells below describe the plotting of the results. For each method from the `MCLP` class (`.from_cost_matrix()`, `.from_geodataframe()`) there is a plot displaying the facility site that was selected with a star colored and the points covered with the same color. Demand points covered by more than one facility are displayed in overlapping concentric circles." ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.865616Z", "start_time": "2023-01-10T18:22:44.859115Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:35.068071Z", "iopub.status.busy": "2025-04-07T19:06:35.067983Z", "iopub.status.idle": "2025-04-07T19:06:35.070740Z", "shell.execute_reply": "2025-04-07T19:06:35.070558Z", "shell.execute_reply.started": "2025-04-07T19:06:35.068058Z" } }, "outputs": [ { "data": { "text/plain": [ "{'y0': 'darkcyan',\n", " 'y1': 'mediumseagreen',\n", " 'y2': 'saddlebrown',\n", " 'y3': 'darkslategray',\n", " 'y4': 'lightskyblue',\n", " 'y5': 'thistle',\n", " 'y6': 'lavender',\n", " 'y7': 'darkgoldenrod',\n", " 'y8': 'peachpuff',\n", " 'y9': 'coral',\n", " 'y10': 'mediumvioletred',\n", " 'y11': 'blueviolet',\n", " 'y12': 'fuchsia',\n", " 'y13': 'cyan',\n", " 'y14': 'limegreen',\n", " 'y15': 'mediumorchid'}" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dv_colors_arr = [\n", " \"darkcyan\",\n", " \"mediumseagreen\",\n", " \"saddlebrown\",\n", " \"darkslategray\",\n", " \"lightskyblue\",\n", " \"thistle\",\n", " \"lavender\",\n", " \"darkgoldenrod\",\n", " \"peachpuff\",\n", " \"coral\",\n", " \"mediumvioletred\",\n", " \"blueviolet\",\n", " \"fuchsia\",\n", " \"cyan\",\n", " \"limegreen\",\n", " \"mediumorchid\",\n", "]\n", "dv_colors = {f\"y{i}\": dv_colors_arr[i] for i in range(len(dv_colors_arr))}\n", "dv_colors" ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:44.886139Z", "start_time": "2023-01-10T18:22:44.873607Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:35.071235Z", "iopub.status.busy": "2025-04-07T19:06:35.071130Z", "iopub.status.idle": "2025-04-07T19:06:35.076346Z", "shell.execute_reply": "2025-04-07T19:06:35.076155Z", "shell.execute_reply.started": "2025-04-07T19:06:35.071228Z" } }, "outputs": [], "source": [ "def plot_results(model, p, facs, clis=None, ax=None):\n", " \"\"\"Visualize optimal solution sets and context.\"\"\"\n", " if not ax:\n", " multi_plot = False\n", " fig, ax = plt.subplots(figsize=(6, 6))\n", " markersize, markersize_factor = 4, 4\n", " else:\n", " ax.axis(\"off\")\n", " multi_plot = True\n", " markersize, markersize_factor = 2, 2\n", " ax.set_title(model.name, fontsize=15)\n", "\n", " # extract facility-client relationships for plotting (except for p-dispersion)\n", " plot_clis = isinstance(clis, geopandas.GeoDataFrame)\n", " if plot_clis:\n", " cli_points = {}\n", " fac_sites = {}\n", " for i, dv in enumerate(model.fac_vars):\n", " if dv.varValue:\n", " dv, predef = facs.loc[i, [\"dv\", \"predefined_loc\"]]\n", " fac_sites[dv] = [i, predef]\n", " if plot_clis:\n", " geom = clis.iloc[model.fac2cli[i]][\"geometry\"]\n", " cli_points[dv] = geom\n", "\n", " # study area and legend entries initialization\n", " streets.plot(ax=ax, alpha=1, color=\"black\", zorder=1)\n", " legend_elements = [mlines.Line2D([], [], color=\"black\", label=\"streets\")]\n", "\n", " if plot_clis and model.name.startswith(\"mclp\"):\n", " # any clients that not asscociated with a facility\n", " c = \"k\"\n", " if model.n_cli_uncov:\n", " idx = [i for i, v in enumerate(model.cli2fac) if len(v) == 0]\n", " pnt_kws = {\n", " \"ax\": ax,\n", " \"fc\": c,\n", " \"ec\": c,\n", " \"marker\": \"s\",\n", " \"markersize\": 7,\n", " \"zorder\": 2,\n", " }\n", " clis.iloc[idx].plot(**pnt_kws)\n", " _label = f\"Demand sites not covered ($n$={model.n_cli_uncov})\"\n", " _mkws = {\n", " \"marker\": \"s\",\n", " \"markerfacecolor\": c,\n", " \"markeredgecolor\": c,\n", " \"linewidth\": 0,\n", " }\n", " legend_elements.append(mlines.Line2D([], [], ms=3, label=_label, **_mkws))\n", "\n", " # all candidate facilities\n", " facs.plot(ax=ax, fc=\"brown\", marker=\"*\", markersize=80, zorder=8)\n", " _label = f\"Facility sites ($n$={len(model.fac_vars)})\"\n", " _mkws = {\"marker\": \"*\", \"markerfacecolor\": \"brown\", \"markeredgecolor\": \"brown\"}\n", " legend_elements.append(mlines.Line2D([], [], ms=7, lw=0, label=_label, **_mkws))\n", "\n", " # facility-(client) symbology and legend entries\n", " zorder = 4\n", " for fname, (fac, predef) in fac_sites.items():\n", " cset = dv_colors[fname]\n", " if plot_clis:\n", " # clients\n", " geoms = cli_points[fname]\n", " gdf = geopandas.GeoDataFrame(geoms)\n", " gdf.plot(ax=ax, zorder=zorder, ec=\"k\", fc=cset, markersize=100 * markersize)\n", " _label = f\"Demand sites covered by {fname}\"\n", " _mkws = {\n", " \"markerfacecolor\": cset,\n", " \"markeredgecolor\": \"k\",\n", " \"ms\": markersize + 7,\n", " }\n", " legend_elements.append(\n", " mlines.Line2D([], [], marker=\"o\", lw=0, label=_label, **_mkws)\n", " )\n", " # facilities\n", " ec = \"k\"\n", " lw = 2\n", " predef_label = \"predefined\"\n", " if model.name.endswith(predef_label) and predef:\n", " ec = \"r\"\n", " lw = 3\n", " fname += f\" ({predef_label})\"\n", " facs.iloc[[fac]].plot(\n", " ax=ax, marker=\"*\", markersize=1000, zorder=9, fc=cset, ec=ec, lw=lw\n", " )\n", " _mkws = {\"markerfacecolor\": cset, \"markeredgecolor\": ec, \"markeredgewidth\": lw}\n", " legend_elements.append(\n", " mlines.Line2D([], [], marker=\"*\", ms=20, lw=0, label=fname, **_mkws)\n", " )\n", " # increment zorder up and markersize down for stacked client symbology\n", " zorder += 1\n", " if plot_clis:\n", " markersize -= markersize_factor / p\n", "\n", " if not multi_plot:\n", " # legend\n", " kws = {\"loc\": \"upper left\", \"bbox_to_anchor\": (1.05, 0.7)}\n", " plt.legend(handles=legend_elements, **kws)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### MCLP built from cost matrix (network distance)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:45.650961Z", "start_time": "2023-01-10T18:22:44.888623Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:35.076696Z", "iopub.status.busy": "2025-04-07T19:06:35.076642Z", "iopub.status.idle": "2025-04-07T19:06:35.322397Z", "shell.execute_reply": "2025-04-07T19:06:35.322140Z", "shell.execute_reply.started": "2025-04-07T19:06:35.076690Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 525, "width": 828 } }, "output_type": "display_data" } ], "source": [ "plot_results(mclp_from_cm, P_FACILITIES, facility_points, clis=client_points)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### MCLP built from geodataframes (euclidean distance)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:46.400142Z", "start_time": "2023-01-10T18:22:45.653281Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:35.322859Z", "iopub.status.busy": "2025-04-07T19:06:35.322779Z", "iopub.status.idle": "2025-04-07T19:06:35.552250Z", "shell.execute_reply": "2025-04-07T19:06:35.552031Z", "shell.execute_reply.started": "2025-04-07T19:06:35.322851Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 525, "width": 828 } }, "output_type": "display_data" } ], "source": [ "plot_results(mclp_from_gdf, P_FACILITIES, facility_points, clis=client_points)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "You may notice that the model results are similar, yet different. This is expected as the distances between facility and demand points are calculated with different metrics (network vs. euclidean distance).\n", "\n", "### MCLP with preselected facilities (euclidean distance)\n", "\n", "Finally, let's visualize the results of the MCLP when stipulating that facilities $y_0$, $y_1$, and $y_3$ must be included in the final selection." ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:47.182989Z", "start_time": "2023-01-10T18:22:46.402675Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:35.552604Z", "iopub.status.busy": "2025-04-07T19:06:35.552530Z", "iopub.status.idle": "2025-04-07T19:06:35.783509Z", "shell.execute_reply": "2025-04-07T19:06:35.783278Z", "shell.execute_reply.started": "2025-04-07T19:06:35.552596Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 525, "width": 828 } }, "output_type": "display_data" } ], "source": [ "plot_results(mclp_from_gdf_pre, P_FACILITIES, facility_points, clis=client_points)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here, the differences is explained by the preselected facilities $y_0$, $y_1$ and $y_3$. So, the MCLP model chooses the facility $y_4$ to maximize the coverage given the client points.\n", "\n", "-----------------------------------\n", "\n", "## Comparing solution from varied metrics" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:22:49.546092Z", "start_time": "2023-01-10T18:22:47.185611Z" }, "execution": { "iopub.execute_input": "2025-04-07T19:06:35.783879Z", "iopub.status.busy": "2025-04-07T19:06:35.783809Z", "iopub.status.idle": "2025-04-07T19:06:36.422783Z", "shell.execute_reply": "2025-04-07T19:06:36.422578Z", "shell.execute_reply.started": "2025-04-07T19:06:35.783872Z" }, "scrolled": true }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 556, "width": 1569 } }, "output_type": "display_data" } ], "source": [ "fig, axarr = plt.subplots(1, 3, figsize=(20, 10))\n", "fig.subplots_adjust(wspace=-0.01)\n", "for i, m in enumerate([mclp_from_cm, mclp_from_gdf, mclp_from_gdf_pre]):\n", " plot_results(m, P_FACILITIES, facility_points, clis=client_points, ax=axarr[i])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References\n", "\n", "- [Church, R. L., & Murray, A. T. (2018). Location covering models: History, applications and advancements (1st edition 2018). Springer](https://www.springer.com/gb/book/9783319998459)" ] } ], "metadata": { "interpreter": { "hash": "31b88bb145573cdebdaa7fd72fef7949ecb3dda26d5e10d4ccc660a5d07787a7" }, "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.12.9" } }, "nbformat": 4, "nbformat_minor": 4 }