{ "cells": [ { "cell_type": "markdown", "metadata": { "collapsed": true, "jupyter": { "outputs_hidden": true } }, "source": [ "# The P-Median 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", "Hakimi (1965) proposed this model thinking about locating telephone switching centers. The objective was to minimize the total length of wire serving all customers while locating $p$ telephone switching centers, assuming that each customer would be connected to the closest switching center. Here the objective is to _locate a fixed number of facilities such that the resulting sum of travel distances is minimized_.\n", "\n", "**P-Median can be written as:**\n", "\n", "$\\begin{array} \\displaystyle \\textbf{Minimize} & \\displaystyle \\sum_{i \\in I}\\sum_{j \\in J}{a_i d_{ij} X_{ij}} &&& (1) \\\\\n", "\\displaystyle \\textbf{Subject to:} & \\displaystyle \\sum_{j \\in J}{X_{ij} = 1} & \\forall i \\in I && (2) \\\\\n", " & \\displaystyle \\sum_{j \\in J}{Y_{j} = p} &&& (3) \\\\\n", " & X_{ij} \\leq Y_{j} & \\forall i \\in I & \\forall j \\in J & (4) \\\\\n", " & X_{ij} \\in \\{0,1\\} & \\forall i \\in I & \\forall j \\in J & (5) \\\\\n", " & Y_{j} \\in \\{0,1\\} & \\forall j \\in J && (6) \\\\ \\end{array}$\n", "\n", "$\\begin{array} \\displaystyle \\textbf{Where:}\\\\ & & \\displaystyle i & \\small = & \\textrm{index referencing nodes of the network as demand} \\\\\n", "& & j & \\small = & \\textrm{index referencing nodes of the network as potential facility sites} \\\\\n", "& & d_{ij} & \\small = & \\textrm{shortest distance or travel time between nodes } i \\textrm{ and } j \\\\\n", "& & p & \\small = & \\textrm{number of facilities to be located} \\\\\n", "& & a_i & \\small = & \\textrm{service load or population demand at } i \\\\\n", "& & X_{ij} & \\small = & \\begin{cases}\n", " 1, \\textrm{if demand } i \\textrm{ is assigned to facility } j \\\\\n", " 0, \\textrm{otherwise}\n", " \\end{cases} \\\\\n", "& & Y_{j} & \\small = & \\begin{cases}\n", " 1, \\textrm{if node } j \\textrm{ has been selected for a facility} \\\\\n", " 0, \\textrm{otherwise} \\\\\n", " \\end{cases} \\\\ \n", "\\end{array}$\n", "\n", "_The formulation 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.\n", "\n", "* `PMedian.from_cost_matrix()` with network distance as the metric\n", "* `PMedian.from_geodataframe()` with euclidean distance as the metric\n", "* `PMedian.from_geodataframe()` with predefined facility locations and euclidean distance as the metric" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:08.117170Z", "start_time": "2023-01-10T18:24:08.084712Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:33.177620Z", "iopub.status.busy": "2023-12-10T19:04:33.177130Z", "iopub.status.idle": "2023-12-10T19:04:33.213049Z", "shell.execute_reply": "2023-12-10T19:04:33.211935Z", "shell.execute_reply.started": "2023-12-10T19:04:33.177585Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: 2023-12-10T14:04:33.200767-05:00\n", "\n", "Python implementation: CPython\n", "Python version : 3.12.0\n", "IPython version : 8.18.0\n", "\n", "Compiler : Clang 15.0.7 \n", "OS : Darwin\n", "Release : 23.1.0\n", "Machine : x86_64\n", "Processor : i386\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": "2023-01-10T18:24:10.485373Z", "start_time": "2023-01-10T18:24:08.120946Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:33.216635Z", "iopub.status.busy": "2023-12-10T19:04:33.216355Z", "iopub.status.idle": "2023-12-10T19:04:35.029651Z", "shell.execute_reply": "2023-12-10T19:04:35.028698Z", "shell.execute_reply.started": "2023-12-10T19:04:33.216610Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Watermark: 2.4.3\n", "\n", "matplotlib: 3.8.2\n", "shapely : 2.0.2\n", "pulp : 2.7.0\n", "spaghetti : 1.7.4\n", "spopt : 0.5.1.dev53+g5cadae7\n", "numpy : 1.26.2\n", "geopandas : 0.14.1\n", "\n" ] } ], "source": [ "import geopandas\n", "import matplotlib.pyplot as plt\n", "from matplotlib.patches import Patch\n", "import matplotlib.lines as mlines\n", "import numpy\n", "import pulp\n", "import shapely\n", "import spopt\n", "from spopt.locate import PMedian, simulated_geo_points\n", "\n", "import warnings\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": "2023-01-10T18:24:10.493127Z", "start_time": "2023-01-10T18:24:10.489504Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:35.031832Z", "iopub.status.busy": "2023-12-10T19:04:35.031331Z", "iopub.status.idle": "2023-12-10T19:04:35.036076Z", "shell.execute_reply": "2023-12-10T19:04:35.035441Z", "shell.execute_reply.started": "2023-12-10T19:04:35.031804Z" } }, "outputs": [], "source": [ "# quantity demand points\n", "CLIENT_COUNT = 100\n", "\n", "# quantity supply points\n", "FACILITY_COUNT = 10\n", "\n", "# number of candidate facilities in optimal solution\n", "P_FACILITIES = 3\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": "2023-01-10T18:24:10.532505Z", "start_time": "2023-01-10T18:24:10.496282Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:35.037543Z", "iopub.status.busy": "2023-12-10T19:04:35.037122Z", "iopub.status.idle": "2023-12-10T19:04:35.064803Z", "shell.execute_reply": "2023-12-10T19:04:35.064093Z", "shell.execute_reply.started": "2023-12-10T19:04:35.037520Z" } }, "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": "2023-01-10T18:24:10.651013Z", "start_time": "2023-01-10T18:24:10.535185Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:35.066311Z", "iopub.status.busy": "2023-12-10T19:04:35.065950Z", "iopub.status.idle": "2023-12-10T19:04:35.147940Z", "shell.execute_reply": "2023-12-10T19:04:35.146870Z", "shell.execute_reply.started": "2023-12-10T19:04:35.066291Z" } }, "outputs": [], "source": [ "streets = spaghetti.element_as_gdf(ntw, arcs=True)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:10.680319Z", "start_time": "2023-01-10T18:24:10.653854Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:35.149854Z", "iopub.status.busy": "2023-12-10T19:04:35.149593Z", "iopub.status.idle": "2023-12-10T19:04:35.174691Z", "shell.execute_reply": "2023-12-10T19:04:35.173490Z", "shell.execute_reply.started": "2023-12-10T19:04:35.149832Z" } }, "outputs": [], "source": [ "streets_buffered = geopandas.GeoDataFrame(\n", " geopandas.GeoSeries(streets[\"geometry\"].buffer(0.5).unary_union),\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": "2023-01-10T18:24:10.837523Z", "start_time": "2023-01-10T18:24:10.683808Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:35.179265Z", "iopub.status.busy": "2023-12-10T19:04:35.178996Z", "iopub.status.idle": "2023-12-10T19:04:35.346468Z", "shell.execute_reply": "2023-12-10T19:04:35.345570Z", "shell.execute_reply.started": "2023-12-10T19:04:35.179247Z" } }, "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": "2023-01-10T18:24:10.856866Z", "start_time": "2023-01-10T18:24:10.840350Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:35.348398Z", "iopub.status.busy": "2023-12-10T19:04:35.347809Z", "iopub.status.idle": "2023-12-10T19:04:35.364090Z", "shell.execute_reply": "2023-12-10T19:04:35.363253Z", "shell.execute_reply.started": "2023-12-10T19:04:35.348367Z" } }, "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": "2023-01-10T18:24:11.377900Z", "start_time": "2023-01-10T18:24:10.859377Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:35.365972Z", "iopub.status.busy": "2023-12-10T19:04:35.365233Z", "iopub.status.idle": "2023-12-10T19:04:35.858450Z", "shell.execute_reply": "2023-12-10T19:04:35.857579Z", "shell.execute_reply.started": "2023-12-10T19:04:35.365938Z" } }, "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, color=\"red\", zorder=2, 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": "2023-01-10T18:24:11.390148Z", "start_time": "2023-01-10T18:24:11.384825Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:35.859716Z", "iopub.status.busy": "2023-12-10T19:04:35.859375Z", "iopub.status.idle": "2023-12-10T19:04:35.865420Z", "shell.execute_reply": "2023-12-10T19:04:35.864564Z", "shell.execute_reply.started": "2023-12-10T19:04:35.859692Z" } }, "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": "2023-01-10T18:24:11.399751Z", "start_time": "2023-01-10T18:24:11.393424Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:35.867082Z", "iopub.status.busy": "2023-12-10T19:04:35.866507Z", "iopub.status.idle": "2023-12-10T19:04:35.873857Z", "shell.execute_reply": "2023-12-10T19:04:35.872669Z", "shell.execute_reply.started": "2023-12-10T19:04:35.867055Z" } }, "outputs": [ { "data": { "text/plain": [ "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": "2023-01-10T18:24:11.697287Z", "start_time": "2023-01-10T18:24:11.401700Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:35.875657Z", "iopub.status.busy": "2023-12-10T19:04:35.875088Z", "iopub.status.idle": "2023-12-10T19:04:36.159148Z", "shell.execute_reply": "2023-12-10T19:04:36.158252Z", "shell.execute_reply.started": "2023-12-10T19:04:35.875633Z" } }, "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": "2023-01-10T18:24:11.891805Z", "start_time": "2023-01-10T18:24:11.700066Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:36.160761Z", "iopub.status.busy": "2023-12-10T19:04:36.160244Z", "iopub.status.idle": "2023-12-10T19:04:36.251315Z", "shell.execute_reply": "2023-12-10T19:04:36.250455Z", "shell.execute_reply.started": "2023-12-10T19:04:36.160735Z" } }, "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": "2023-01-10T18:24:12.237165Z", "start_time": "2023-01-10T18:24:11.895616Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:36.252906Z", "iopub.status.busy": "2023-12-10T19:04:36.252258Z", "iopub.status.idle": "2023-12-10T19:04:36.600624Z", "shell.execute_reply": "2023-12-10T19:04:36.599600Z", "shell.execute_reply.started": "2023-12-10T19:04:36.252883Z" } }, "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, color=\"red\", zorder=2, 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": "2023-01-10T18:24:12.305988Z", "start_time": "2023-01-10T18:24:12.239981Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:36.602222Z", "iopub.status.busy": "2023-12-10T19:04:36.601686Z", "iopub.status.idle": "2023-12-10T19:04:36.659532Z", "shell.execute_reply": "2023-12-10T19:04:36.658712Z", "shell.execute_reply.started": "2023-12-10T19:04:36.602194Z" } }, "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": "2023-01-10T18:24:12.313428Z", "start_time": "2023-01-10T18:24:12.307697Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:36.661232Z", "iopub.status.busy": "2023-12-10T19:04:36.660639Z", "iopub.status.idle": "2023-12-10T19:04:36.666423Z", "shell.execute_reply": "2023-12-10T19:04:36.665857Z", "shell.execute_reply.started": "2023-12-10T19:04:36.661207Z" } }, "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": "2023-01-10T18:24:12.320550Z", "start_time": "2023-01-10T18:24:12.315730Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:36.667412Z", "iopub.status.busy": "2023-12-10T19:04:36.667223Z", "iopub.status.idle": "2023-12-10T19:04:36.672343Z", "shell.execute_reply": "2023-12-10T19:04:36.671786Z", "shell.execute_reply.started": "2023-12-10T19:04:36.667395Z" } }, "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 ``PMedian.from_cost_matrix`` we model the $p$-median problem to minimize the total *weighted* cost between clients and $p$ facilities, 3 in our case, while ensuring that each client is assigned to one, and only one, facility. We use the network distance matrix calculated above (in generic 'distance units') to model cost." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.359597Z", "start_time": "2023-01-10T18:24:12.322414Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:36.673303Z", "iopub.status.busy": "2023-12-10T19:04:36.673113Z", "iopub.status.idle": "2023-12-10T19:04:36.712257Z", "shell.execute_reply": "2023-12-10T19:04:36.711524Z", "shell.execute_reply.started": "2023-12-10T19:04:36.673285Z" } }, "outputs": [], "source": [ "pmedian_from_cm = PMedian.from_cost_matrix(\n", " cost_matrix,\n", " ai,\n", " p_facilities=P_FACILITIES,\n", " name=\"p-median-network-distance\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The expected result is a solved instance of `PMedian`." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.453831Z", "start_time": "2023-01-10T18:24:12.361767Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:36.714179Z", "iopub.status.busy": "2023-12-10T19:04:36.713699Z", "iopub.status.idle": "2023-12-10T19:04:36.807198Z", "shell.execute_reply": "2023-12-10T19:04:36.806278Z", "shell.execute_reply.started": "2023-12-10T19:04:36.714119Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pmedian_from_cm = pmedian_from_cm.solve(solver)\n", "pmedian_from_cm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "What's total and mean minimized weighted cost?" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.462197Z", "start_time": "2023-01-10T18:24:12.457430Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:36.809141Z", "iopub.status.busy": "2023-12-10T19:04:36.808545Z", "iopub.status.idle": "2023-12-10T19:04:36.813354Z", "shell.execute_reply": "2023-12-10T19:04:36.812723Z", "shell.execute_reply.started": "2023-12-10T19:04:36.809102Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A total minimized weighted distance of 2117.596 units is observed, with a mean distance of 3.657 per individual client.\n" ] } ], "source": [ "pmp_obj = round(pmedian_from_cm.problem.objective.value(), 3)\n", "pmp_mean = round(pmedian_from_cm.mean_dist, 3)\n", "print(\n", " f\"A total minimized weighted distance of {pmp_obj} units is \"\n", " f\"observed, with a mean distance of {pmp_mean} per individual client.\"\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Define the decision variable names used for mapping later." ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.476606Z", "start_time": "2023-01-10T18:24:12.464200Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:36.814733Z", "iopub.status.busy": "2023-12-10T19:04:36.814444Z", "iopub.status.idle": "2023-12-10T19:04:36.826258Z", "shell.execute_reply": "2023-12-10T19:04:36.825663Z", "shell.execute_reply.started": "2023-12-10T19:04:36.814715Z" } }, "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 7.59470) y5\n", "6 POINT (5.19840 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\"] = pmedian_from_cm.fac_vars\n", "facility_points[\"dv\"] = facility_points[\"dv\"].map(lambda x: x.name.replace(\"_\", \"\"))\n", "facilities_snapped[\"dv\"] = facility_points[\"dv\"]\n", "facility_points" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Calculating euclidean distance from a `GeoDataFrame`\n", "\n", "With ``PMedian.from_cost_matrix`` we model the $p$-median problem to minimize the total *weighted* cost between clients and $p$ facilities, 3 in our case, while ensuring that each client is assigned to one, and only one, facility. Here we use geodataframes to calculate a euclidean distance cost matrix.\n", "\n", "Next we will solve the $p$-median problem considering all 10 candidate locations for potential selection." ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.514148Z", "start_time": "2023-01-10T18:24:12.478727Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:36.832151Z", "iopub.status.busy": "2023-12-10T19:04:36.831878Z", "iopub.status.idle": "2023-12-10T19:04:36.953590Z", "shell.execute_reply": "2023-12-10T19:04:36.952781Z", "shell.execute_reply.started": "2023-12-10T19:04:36.832134Z" } }, "outputs": [], "source": [ "distance_metric = \"euclidean\"\n", "clients_snapped[\"weights\"] = client_points[\"weights\"]\n", "pmedian_from_gdf = PMedian.from_geodataframe(\n", " clients_snapped,\n", " facilities_snapped,\n", " \"geometry\",\n", " \"geometry\",\n", " \"weights\",\n", " p_facilities=P_FACILITIES,\n", " distance_metric=distance_metric,\n", " name=f\"p-median-{distance_metric}-distance\"\n", ")" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.605501Z", "start_time": "2023-01-10T18:24:12.516596Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:36.954900Z", "iopub.status.busy": "2023-12-10T19:04:36.954466Z", "iopub.status.idle": "2023-12-10T19:04:37.050243Z", "shell.execute_reply": "2023-12-10T19:04:37.049235Z", "shell.execute_reply.started": "2023-12-10T19:04:36.954878Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A total minimized weighted distance of 1642.918 units is observed, with a mean distance of 2.838 per individual client.\n" ] } ], "source": [ "pmedian_from_gdf = pmedian_from_gdf.solve(solver)\n", "pmp_obj = round(pmedian_from_gdf.problem.objective.value(), 3)\n", "pmp_mean = round(pmedian_from_gdf.mean_dist, 3)\n", "print(\n", " f\"A total minimized weighted distance of {pmp_obj} units is \"\n", " f\"observed, with a mean distance of {pmp_mean} per individual client.\"\n", ")" ] }, { "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 $y_0$ and $y_1$ 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": "2023-01-10T18:24:12.622022Z", "start_time": "2023-01-10T18:24:12.608789Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:37.052441Z", "iopub.status.busy": "2023-12-10T19:04:37.051939Z", "iopub.status.idle": "2023-12-10T19:04:37.064527Z", "shell.execute_reply": "2023-12-10T19:04:37.063837Z", "shell.execute_reply.started": "2023-12-10T19:04:37.052413Z" } }, "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 0\n", "4 POINT (3.18949 6.34771) y4 0\n", "5 POINT (4.31956 7.59470) y5 0\n", "6 POINT (5.19840 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), \"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": "2023-01-10T18:24:12.658551Z", "start_time": "2023-01-10T18:24:12.624417Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:37.066046Z", "iopub.status.busy": "2023-12-10T19:04:37.065746Z", "iopub.status.idle": "2023-12-10T19:04:37.099584Z", "shell.execute_reply": "2023-12-10T19:04:37.098804Z", "shell.execute_reply.started": "2023-12-10T19:04:37.066026Z" } }, "outputs": [], "source": [ "pmedian_from_gdf_pre = PMedian.from_geodataframe(\n", " clients_snapped,\n", " facilities_snapped,\n", " \"geometry\",\n", " \"geometry\",\n", " \"weights\",\n", " p_facilities=P_FACILITIES,\n", " predefined_facility_col=\"predefined_loc\",\n", " distance_metric=distance_metric,\n", " name=f\"p-median-{distance_metric}-distance-predefined\"\n", ")" ] }, { "cell_type": "code", "execution_count": 26, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.759951Z", "start_time": "2023-01-10T18:24:12.660971Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:37.100950Z", "iopub.status.busy": "2023-12-10T19:04:37.100486Z", "iopub.status.idle": "2023-12-10T19:04:37.208988Z", "shell.execute_reply": "2023-12-10T19:04:37.207849Z", "shell.execute_reply.started": "2023-12-10T19:04:37.100929Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "A total minimized weighted distance of 2080.805 units is observed, with a mean distance of 3.594 per individual client.\n" ] } ], "source": [ "pmedian_from_gdf_pre = pmedian_from_gdf_pre.solve(solver)\n", "pmp_obj = round(pmedian_from_gdf_pre.problem.objective.value(), 3)\n", "pmp_mean = round(pmedian_from_gdf_pre.mean_dist, 3)\n", "print(\n", " f\"A total minimized weighted distance of {pmp_obj} units is \"\n", " f\"observed, with a mean distance of {pmp_mean} per individual client.\"\n", ")" ] }, { "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 `PMedian` 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." ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:12.769072Z", "start_time": "2023-01-10T18:24:12.762899Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:37.211157Z", "iopub.status.busy": "2023-12-10T19:04:37.210772Z", "iopub.status.idle": "2023-12-10T19:04:37.219132Z", "shell.execute_reply": "2023-12-10T19:04:37.218046Z", "shell.execute_reply.started": "2023-12-10T19:04:37.211131Z" } }, "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": "2023-01-10T18:24:12.787886Z", "start_time": "2023-01-10T18:24:12.775894Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:37.221227Z", "iopub.status.busy": "2023-12-10T19:04:37.220842Z", "iopub.status.idle": "2023-12-10T19:04:37.236091Z", "shell.execute_reply": "2023-12-10T19:04:37.235145Z", "shell.execute_reply.started": "2023-12-10T19:04:37.221205Z" } }, "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:\n", " # any clients that not asscociated with a facility\n", " if model.name.startswith(\"mclp\"):\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 = dict(ax=ax, fc=c, ec=c, marker=\"s\", markersize=7, zorder=2)\n", " clis.iloc[idx].plot(**pnt_kws)\n", " _label = f\"Demand sites not covered ($n$={model.n_cli_uncov})\"\n", " _mkws = dict(marker=\"s\", markerfacecolor=c, markeredgecolor=c, linewidth=0)\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 = dict(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 = dict(markerfacecolor=cset, markeredgecolor=\"k\", ms=markersize + 7)\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 = dict(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 = dict(loc=\"upper left\", bbox_to_anchor=(1.05, 0.7))\n", " plt.legend(handles=legend_elements, **kws)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### P-Median built from cost matrix (network distance)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:13.402325Z", "start_time": "2023-01-10T18:24:12.790398Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:37.237769Z", "iopub.status.busy": "2023-12-10T19:04:37.237346Z", "iopub.status.idle": "2023-12-10T19:04:37.834924Z", "shell.execute_reply": "2023-12-10T19:04:37.834245Z", "shell.execute_reply.started": "2023-12-10T19:04:37.237740Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 525, "width": 791 } }, "output_type": "display_data" } ], "source": [ "plot_results(pmedian_from_cm, P_FACILITIES, facility_points, clis=client_points)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### P-median built from geodataframes (euclidean distance)" ] }, { "cell_type": "code", "execution_count": 30, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:14.002179Z", "start_time": "2023-01-10T18:24:13.405328Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:37.836270Z", "iopub.status.busy": "2023-12-10T19:04:37.835953Z", "iopub.status.idle": "2023-12-10T19:04:38.423350Z", "shell.execute_reply": "2023-12-10T19:04:38.422687Z", "shell.execute_reply.started": "2023-12-10T19:04:37.836251Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "image/png": { "height": 525, "width": 791 } }, "output_type": "display_data" } ], "source": [ "plot_results(pmedian_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", "### P-median with preselected facilities (euclidean distance)\n", "\n", "Finally, let's visualize the results of the $p$-median problem when stipulating that facilities $y_0$ and $y_1$ must be included in the final selection." ] }, { "cell_type": "code", "execution_count": 31, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:14.649787Z", "start_time": "2023-01-10T18:24:14.004867Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:38.424582Z", "iopub.status.busy": "2023-12-10T19:04:38.424232Z", "iopub.status.idle": "2023-12-10T19:04:39.012897Z", "shell.execute_reply": "2023-12-10T19:04:39.012249Z", "shell.execute_reply.started": "2023-12-10T19:04:38.424563Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": { "image/png": { "height": 525, "width": 791 } }, "output_type": "display_data" } ], "source": [ "plot_results(pmedian_from_gdf_pre, P_FACILITIES, facility_points, clis=client_points)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here, the differences is explained by the preselected facilities $y_0$ and $y_1$. So, the $p$-median model chooses the facility $y_4$ to minimize the total weighted cost to serve all clients.\n", "\n", "-----------------------------------\n", "\n", "## Comparing solution from varied metrics" ] }, { "cell_type": "code", "execution_count": 32, "metadata": { "ExecuteTime": { "end_time": "2023-01-10T18:24:16.134680Z", "start_time": "2023-01-10T18:24:14.651962Z" }, "execution": { "iopub.execute_input": "2023-12-10T19:04:39.014716Z", "iopub.status.busy": "2023-12-10T19:04:39.014162Z", "iopub.status.idle": "2023-12-10T19:04:40.502544Z", "shell.execute_reply": "2023-12-10T19:04:40.501808Z", "shell.execute_reply.started": "2023-12-10T19:04:39.014662Z" } }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "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([pmedian_from_cm, pmedian_from_gdf, pmedian_from_gdf_pre]):\n", " plot_results(m, P_FACILITIES, facility_points, clis=client_points, ax=axarr[i])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Capacitated p-median problem" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Based on the classic p-median problem, we further consider the location allocation problem with the facility's capacity, and the amount of demand at the demand point. Therefore, we add new functions to `p-median` function of `spopt`, to solve this type of problem. \n", "\n", "**Capacitated P-Median can be written as:**\n", "\n", "$\\begin{array} \\displaystyle \\textbf{Minimize} & \\displaystyle \\sum_{i \\in I}\\sum_{j \\in J}{a_i d_{ij} X_{ij}} &&& (1) \\\\\n", "\\displaystyle \\textbf{Subject to:} & \\displaystyle \\sum_{j \\in J}{X_{ij} = 1} & \\forall i \\in I && (2) \\\\\n", " & \\displaystyle \\sum_{j \\in J}{Y_{j} = p} &&& (3) \\\\\n", " & \\displaystyle \\sum_{i \\in I}{a_i X_{ij} \\leq {c_j Y_{j}}}& \\forall j \\in J && (4) \\\\\n", " & X_{ij} \\leq Y_{j} & \\forall i \\in I & \\forall j \\in J & (5) \\\\\n", " & X_{ij} \\in \\{0,1\\} & \\forall i \\in I & \\forall j \\in J & (6) \\\\\n", " & Y_{j} \\in \\{0,1\\} & \\forall j \\in J && (7) \\\\ \\end{array}$\n", "\n", "$\\begin{array} \\displaystyle \\textbf{Where:}\\\\ & & \\displaystyle i & \\small = & \\textrm{index referencing nodes of the network as demand} \\\\\n", "& & j & \\small = & \\textrm{index referencing nodes of the network as potential facility sites} \\\\\n", "& & d_{ij} & \\small = & \\textrm{shortest distance or travel time between nodes } i \\textrm{ and } j \\\\\n", "& & p & \\small = & \\textrm{number of facilities to be located} \\\\\n", "& & a_i & \\small = & \\textrm{service load or population demand at } i \\\\\n", "& & c_j & \\small = & \\textrm{capacity of facility} j \\\\\n", "& & X_{ij} & \\small = & \\begin{cases}\n", " 1, \\textrm{if demand } i \\textrm{ is assigned to facility } j \\\\\n", " 0, \\textrm{otherwise}\n", " \\end{cases} \\\\\n", "& & Y_{j} & \\small = & \\begin{cases}\n", " 1, \\textrm{if node } j \\textrm{ has been selected for a facility} \\\\\n", " 0, \\textrm{otherwise} \\\\\n", " \\end{cases} \\\\ \n", "\\end{array}$\n", "\n", "_The formulation above is adapted from Church and Murray (2009)_" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In the previous p-median problem, we have the demand value of each client point, which is the 'weight'. And in that condition, we acutally assume that the capacity of each facility is infinite. Now we can make this model more realisitic by considering the capacity. \n", "\n", "Again, we would take the p-median case with network distance as the example, to introduce how to achieve the capacity constraint by using the `facility_capacities` function." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Firstly, we need to create the facility's capacity, by assigning some random integers using `numpy` to simulate these values. We will simulate capacity in a range from a minimum of 60 and a maximum of 120." ] }, { "cell_type": "code", "execution_count": 33, "metadata": { "execution": { "iopub.execute_input": "2023-12-10T19:04:40.503998Z", "iopub.status.busy": "2023-12-10T19:04:40.503562Z", "iopub.status.idle": "2023-12-10T19:04:40.508658Z", "shell.execute_reply": "2023-12-10T19:04:40.508074Z", "shell.execute_reply.started": "2023-12-10T19:04:40.503978Z" } }, "outputs": [ { "data": { "text/plain": [ "array([ 97, 103, 72, 68, 69, 71, 65, 75, 60, 76])" ] }, "execution_count": 33, "metadata": {}, "output_type": "execute_result" } ], "source": [ "numpy.random.seed(1)\n", "cj = numpy.random.randint(60, 120, FACILITY_COUNT)\n", "cj" ] }, { "cell_type": "code", "execution_count": 34, "metadata": { "execution": { "iopub.execute_input": "2023-12-10T19:04:40.509902Z", "iopub.status.busy": "2023-12-10T19:04:40.509605Z", "iopub.status.idle": "2023-12-10T19:04:40.514999Z", "shell.execute_reply": "2023-12-10T19:04:40.514345Z", "shell.execute_reply.started": "2023-12-10T19:04:40.509883Z" } }, "outputs": [ { "data": { "text/plain": [ "756" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "facility_points[\"capacity\"] = cj\n", "facility_points[\"capacity\"].sum()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The sum of the facility capacity is 756, which is more than the total amount of demand, 579. It means the 10 facilities can accommodate all the demand. \n", "\n", "It also means we need to increase the number of candidate facilities in the final optimal solution, because the capacity is limited." ] }, { "cell_type": "code", "execution_count": 35, "metadata": { "execution": { "iopub.execute_input": "2023-12-10T19:04:40.516192Z", "iopub.status.busy": "2023-12-10T19:04:40.515882Z", "iopub.status.idle": "2023-12-10T19:04:40.564503Z", "shell.execute_reply": "2023-12-10T19:04:40.563883Z", "shell.execute_reply.started": "2023-12-10T19:04:40.516172Z" } }, "outputs": [], "source": [ "pmedian_capacity_from_cm = PMedian.from_cost_matrix(\n", " cost_matrix,\n", " ai,\n", " p_facilities = 8,\n", " facility_capacities=cj,\n", " name=\"p-median-network-distance\"\n", ")" ] }, { "cell_type": "code", "execution_count": 36, "metadata": { "execution": { "iopub.execute_input": "2023-12-10T19:04:40.565713Z", "iopub.status.busy": "2023-12-10T19:04:40.565397Z", "iopub.status.idle": "2023-12-10T19:04:43.412489Z", "shell.execute_reply": "2023-12-10T19:04:43.411796Z", "shell.execute_reply.started": "2023-12-10T19:04:40.565691Z" } }, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pmedian_capacity_from_cm = pmedian_capacity_from_cm.solve(solver)\n", "pmedian_capacity_from_cm" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "How many facilities are allocated? And how many clients will they serve?" ] }, { "cell_type": "code", "execution_count": 37, "metadata": { "execution": { "iopub.execute_input": "2023-12-10T19:04:43.414481Z", "iopub.status.busy": "2023-12-10T19:04:43.414142Z", "iopub.status.idle": "2023-12-10T19:04:43.418550Z", "shell.execute_reply": "2023-12-10T19:04:43.417679Z", "shell.execute_reply.started": "2023-12-10T19:04:43.414455Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "facility 1 serving 16 clients\n", "facility 2 serving 11 clients\n", "facility 3 serving 14 clients\n", "facility 4 serving 10 clients\n", "facility 5 serving 10 clients\n", "facility 6 serving 14 clients\n", "facility 7 serving 14 clients\n", "facility 8 serving 11 clients\n" ] } ], "source": [ "for fac, cli in enumerate(pmedian_capacity_from_cm.fac2cli):\n", " if len(cli) > 0:\n", " print(f\"facility {fac} serving {len(cli)} clients\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Capacitated p-median problem with preselected facilities" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "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 $y_0$ and $y_1$ as already existing (they must be present in the model solution). This will lead to a sub-optimal solution. \n", "\n", "In the context of the capacitated p-median problem in `spopt`, it's also possible to consider facilities that have already been chosen beforehand. \n", "\n", "***Important:*** When using the `from_cost_matrix` method to solve capacitated p-median problem with preselected facilities, it is necessary for the user to supply a NumPy array as the `predefined_facilities_arr` parameter. This parameter represents the array of predefined facilities that are required to be included in the solution." ] }, { "cell_type": "code", "execution_count": 38, "metadata": { "execution": { "iopub.execute_input": "2023-12-10T19:04:43.420352Z", "iopub.status.busy": "2023-12-10T19:04:43.419903Z", "iopub.status.idle": "2023-12-10T19:04:45.179911Z", "shell.execute_reply": "2023-12-10T19:04:45.178515Z", "shell.execute_reply.started": "2023-12-10T19:04:43.420328Z" } }, "outputs": [], "source": [ "predefine = numpy.array([0,1])\n", "pmedian_capacity_predefined_from_cm = PMedian.from_cost_matrix(\n", " cost_matrix,\n", " ai,\n", " p_facilities=8,\n", " facility_capacities=cj,\n", " predefined_facilities_arr=predefine,\n", " name=\"p-median-predefined-facilities-network-distance\"\n", ")\n", "pmedian_capacity_predefined_from_cm = pmedian_capacity_predefined_from_cm.solve(solver)" ] }, { "cell_type": "code", "execution_count": 39, "metadata": { "execution": { "iopub.execute_input": "2023-12-10T19:04:45.182172Z", "iopub.status.busy": "2023-12-10T19:04:45.181687Z", "iopub.status.idle": "2023-12-10T19:04:45.187046Z", "shell.execute_reply": "2023-12-10T19:04:45.186329Z", "shell.execute_reply.started": "2023-12-10T19:04:45.182146Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "facility 0 serving 14 clients\n", "facility 1 serving 12 clients\n", "facility 2 serving 11 clients\n", "facility 3 serving 14 clients\n", "facility 4 serving 10 clients\n", "facility 5 serving 11 clients\n", "facility 6 serving 14 clients\n", "facility 7 serving 14 clients\n" ] } ], "source": [ "for fac, cli in enumerate(pmedian_capacity_predefined_from_cm.fac2cli):\n", " if len(cli) > 0:\n", " print(f\"facility {fac} serving {len(cli)} clients\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the result, in total 8 facilities are allocated, and $y_0$ and $y_1$ are two of them. \n", "\n", "One more new function about preselected facilities, is that you can choose whether to fulfill its capacity. For example, the capacity of $y_0$ is 97, and you wish to assign 97 demand value to it. It sometimes happens when you need to meet specific facility requirements. \n", "\n", "The function name is `fulfill_predefined_fac`. Here is the example of how to use it." ] }, { "cell_type": "code", "execution_count": 40, "metadata": { "execution": { "iopub.execute_input": "2023-12-10T19:04:45.188470Z", "iopub.status.busy": "2023-12-10T19:04:45.188045Z", "iopub.status.idle": "2023-12-10T19:04:46.647937Z", "shell.execute_reply": "2023-12-10T19:04:46.646797Z", "shell.execute_reply.started": "2023-12-10T19:04:45.188421Z" } }, "outputs": [], "source": [ "pmedian_capacity_fulfill_predefined_from_cm = PMedian.from_cost_matrix(\n", " cost_matrix,\n", " ai,\n", " p_facilities=8,\n", " facility_capacities=cj,\n", " predefined_facilities_arr=predefine,\n", " fulfill_predefined_fac=True,\n", " name=\"p-median-fulfill-predefined-facilities-network-distance\"\n", ")\n", "pmedian_capacity_fulfill_predefined_from_cm = pmedian_capacity_fulfill_predefined_from_cm.solve(solver)" ] }, { "cell_type": "code", "execution_count": 41, "metadata": { "execution": { "iopub.execute_input": "2023-12-10T19:04:46.650221Z", "iopub.status.busy": "2023-12-10T19:04:46.649849Z", "iopub.status.idle": "2023-12-10T19:04:46.654851Z", "shell.execute_reply": "2023-12-10T19:04:46.654260Z", "shell.execute_reply.started": "2023-12-10T19:04:46.650195Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "facility 0 serving 15 clients\n", "facility 1 serving 19 clients\n", "facility 2 serving 10 clients\n", "facility 3 serving 10 clients\n", "facility 5 serving 13 clients\n", "facility 6 serving 12 clients\n", "facility 7 serving 9 clients\n", "facility 9 serving 12 clients\n" ] } ], "source": [ "for fac, cli in enumerate(pmedian_capacity_fulfill_predefined_from_cm.fac2cli):\n", " if len(cli) > 0:\n", " print(f\"facility {fac} serving {len(cli)} clients\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the result, we can see that the number of clients they will serve is different. Because we set the constraint to fulfill the capacity of preselected facilities, we get the different solutions." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References\n", "\n", "- [Hakimi, S. L. (1965). Optimum Distribution of Switching Centers in a Communication Network and Some Related Graph Theoretic Problems. Operations Research, 13(3), 462–475.](https://doi:10.1287/opre.13.3.462) \n", "\n", "- [Church, R. L., & Murray, A. T. (2009). Business site selection, location analysis, and GIS (pp. 209-233). Hoboken, NJ: John Wiley & Sons.](http://ndl.ethernet.edu.et/bitstream/123456789/22145/1/45.pdf)\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": "bcb02d4a8797ff5ebd92be15b60e9039bcb224cc71066b4afaa532ffd1d19559" }, "kernelspec": { "display_name": "Python [conda env:py312_spopt]", "language": "python", "name": "conda-env-py312_spopt-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": "3.12.0" } }, "nbformat": 4, "nbformat_minor": 4 }