com.graphhopper.jsprit.examples.EnRoutePickupAndDeliveryWithMultipleDepotsAndOpenRoutesExample Maven / Gradle / Ivy
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* additional information regarding copyright ownership.
*
* GraphHopper GmbH licenses this file to you under the Apache License,
* Version 2.0 (the "License"); you may not use this file except in
* compliance with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
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* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
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* See the License for the specific language governing permissions and
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package com.graphhopper.jsprit.examples;
import com.graphhopper.jsprit.analysis.toolbox.GraphStreamViewer;
import com.graphhopper.jsprit.analysis.toolbox.GraphStreamViewer.Label;
import com.graphhopper.jsprit.analysis.toolbox.Plotter;
import com.graphhopper.jsprit.core.algorithm.VehicleRoutingAlgorithm;
import com.graphhopper.jsprit.core.algorithm.box.Jsprit;
import com.graphhopper.jsprit.core.problem.Location;
import com.graphhopper.jsprit.core.problem.VehicleRoutingProblem;
import com.graphhopper.jsprit.core.problem.VehicleRoutingProblem.FleetSize;
import com.graphhopper.jsprit.core.problem.job.Shipment;
import com.graphhopper.jsprit.core.problem.solution.VehicleRoutingProblemSolution;
import com.graphhopper.jsprit.core.problem.vehicle.VehicleImpl;
import com.graphhopper.jsprit.core.problem.vehicle.VehicleImpl.Builder;
import com.graphhopper.jsprit.core.problem.vehicle.VehicleType;
import com.graphhopper.jsprit.core.problem.vehicle.VehicleTypeImpl;
import com.graphhopper.jsprit.core.reporting.SolutionPrinter;
import com.graphhopper.jsprit.core.util.Coordinate;
import com.graphhopper.jsprit.core.util.Solutions;
import com.graphhopper.jsprit.io.problem.VrpXMLWriter;
import com.graphhopper.jsprit.util.Examples;
import java.util.Arrays;
import java.util.Collection;
public class EnRoutePickupAndDeliveryWithMultipleDepotsAndOpenRoutesExample {
public static void main(String[] args) {
/*
* some preparation - create output folder
*/
Examples.createOutputFolder();
/*
* get a vehicle type-builder and build a type with the typeId "vehicleType" and a capacity of 2
*/
VehicleTypeImpl.Builder vehicleTypeBuilder = VehicleTypeImpl.Builder.newInstance("vehicleType").addCapacityDimension(0, 2);
vehicleTypeBuilder.setCostPerDistance(1.0);
VehicleType vehicleType = vehicleTypeBuilder.build();
/*
* define two vehicles and their start-locations
*
* the first two do need to return to depot
*/
Builder vehicleBuilder1 = VehicleImpl.Builder.newInstance("vehicles@[10,10]");
vehicleBuilder1.setStartLocation(loc(Coordinate.newInstance(10, 10))).setReturnToDepot(false);
vehicleBuilder1.setType(vehicleType);
VehicleImpl vehicle1 = vehicleBuilder1.build();
Builder vehicleBuilder2 = VehicleImpl.Builder.newInstance("vehicles@[30,30]");
vehicleBuilder2.setStartLocation(loc(Coordinate.newInstance(30, 30))).setReturnToDepot(false);
vehicleBuilder2.setType(vehicleType);
VehicleImpl vehicle2 = vehicleBuilder2.build();
Builder vehicleBuilder3 = VehicleImpl.Builder.newInstance("vehicles@[10,30]");
vehicleBuilder3.setStartLocation(loc(Coordinate.newInstance(10, 30)));
vehicleBuilder3.setType(vehicleType);
VehicleImpl vehicle3 = vehicleBuilder3.build();
Builder vehicleBuilder4 = VehicleImpl.Builder.newInstance("vehicles@[30,10]");
vehicleBuilder4.setStartLocation(loc(Coordinate.newInstance(30, 10)));
vehicleBuilder4.setType(vehicleType);
VehicleImpl vehicle4 = vehicleBuilder4.build();
/*
* build shipments at the required locations, each with a capacity-demand of 1.
*/
Shipment shipment1 = Shipment.Builder.newInstance("1").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(5, 7))).setDeliveryLocation(loc(Coordinate.newInstance(6, 9))).build();
Shipment shipment2 = Shipment.Builder.newInstance("2").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(5, 13))).setDeliveryLocation(loc(Coordinate.newInstance(6, 11))).build();
Shipment shipment3 = Shipment.Builder.newInstance("3").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(15, 7))).setDeliveryLocation(loc(Coordinate.newInstance(14, 9))).build();
Shipment shipment4 = Shipment.Builder.newInstance("4").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(15, 13))).setDeliveryLocation(loc(Coordinate.newInstance(14, 11))).build();
Shipment shipment5 = Shipment.Builder.newInstance("5").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(25, 27))).setDeliveryLocation(loc(Coordinate.newInstance(26, 29))).build();
Shipment shipment6 = Shipment.Builder.newInstance("6").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(25, 33))).setDeliveryLocation(loc(Coordinate.newInstance(26, 31))).build();
Shipment shipment7 = Shipment.Builder.newInstance("7").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(35, 27))).setDeliveryLocation(loc(Coordinate.newInstance(34, 29))).build();
Shipment shipment8 = Shipment.Builder.newInstance("8").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(35, 33))).setDeliveryLocation(loc(Coordinate.newInstance(34, 31))).build();
Shipment shipment9 = Shipment.Builder.newInstance("9").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(5, 27))).setDeliveryLocation(loc(Coordinate.newInstance(6, 29))).build();
Shipment shipment10 = Shipment.Builder.newInstance("10").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(5, 33))).setDeliveryLocation(loc(Coordinate.newInstance(6, 31))).build();
Shipment shipment11 = Shipment.Builder.newInstance("11").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(15, 27))).setDeliveryLocation(loc(Coordinate.newInstance(14, 29))).build();
Shipment shipment12 = Shipment.Builder.newInstance("12").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(15, 33))).setDeliveryLocation(loc(Coordinate.newInstance(14, 31))).build();
Shipment shipment13 = Shipment.Builder.newInstance("13").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(25, 7))).setDeliveryLocation(loc(Coordinate.newInstance(26, 9))).build();
Shipment shipment14 = Shipment.Builder.newInstance("14").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(25, 13))).setDeliveryLocation(loc(Coordinate.newInstance(26, 11))).build();
Shipment shipment15 = Shipment.Builder.newInstance("15").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(35, 7))).setDeliveryLocation(loc(Coordinate.newInstance(34, 9))).build();
Shipment shipment16 = Shipment.Builder.newInstance("16").addSizeDimension(0, 1).setPickupLocation(loc(Coordinate.newInstance(35, 13))).setDeliveryLocation(loc(Coordinate.newInstance(34, 11))).build();
VehicleRoutingProblem.Builder vrpBuilder = VehicleRoutingProblem.Builder.newInstance();
vrpBuilder.addVehicle(vehicle1).addVehicle(vehicle2).addVehicle(vehicle3).addVehicle(vehicle4);
vrpBuilder.addJob(shipment1).addJob(shipment2).addJob(shipment3).addJob(shipment4);
vrpBuilder.addJob(shipment5).addJob(shipment6).addJob(shipment7).addJob(shipment8);
vrpBuilder.addJob(shipment9).addJob(shipment10).addJob(shipment11).addJob(shipment12);
vrpBuilder.addJob(shipment13).addJob(shipment14).addJob(shipment15).addJob(shipment16);
vrpBuilder.setFleetSize(FleetSize.FINITE);
VehicleRoutingProblem problem = vrpBuilder.build();
/*
* get the algorithm out-of-the-box.
*/
VehicleRoutingAlgorithm algorithm = Jsprit.createAlgorithm(problem);
// algorithm.setMaxIterations(30000);
/*
* and search a solution
*/
Collection solutions = algorithm.searchSolutions();
/*
* get the best
*/
VehicleRoutingProblemSolution bestSolution = Solutions.bestOf(solutions);
/*
* write out problem and solution to xml-file
*/
new VrpXMLWriter(problem, solutions).write("output/shipment-problem-with-solution.xml");
/*
* print nRoutes and totalCosts of bestSolution
*/
SolutionPrinter.print(bestSolution);
/*
* plot problem without solution
*/
Plotter problemPlotter = new Plotter(problem);
problemPlotter.plotShipments(true);
problemPlotter.plot("output/enRoutePickupAndDeliveryWithMultipleLocationsExample_problem.png", "en-route pickup and delivery");
/*
* plot problem with solution
*/
Plotter solutionPlotter = new Plotter(problem, Arrays.asList(Solutions.bestOf(solutions).getRoutes().iterator().next()));
solutionPlotter.plotShipments(true);
solutionPlotter.plot("output/enRoutePickupAndDeliveryWithMultipleLocationsExample_solution.png", "en-route pickup and delivery");
new GraphStreamViewer(problem, Solutions.bestOf(solutions)).labelWith(Label.ACTIVITY).setRenderDelay(100).setRenderShipments(true).display();
}
private static Location loc(Coordinate coordinate) {
return Location.Builder.newInstance().setCoordinate(coordinate).build();
}
}
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