Package jsprit.examples

Source Code of jsprit.examples.TransportOfDisabledPeople

/*******************************************************************************
* Copyright (C) 2014  Stefan Schroeder
*
* This library is free software; you can redistribute it and/or
* modify it under the terms of the GNU Lesser General Public
* License as published by the Free Software Foundation; either
* version 3.0 of the License, or (at your option) any later version.
*
* This library is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
* Lesser General Public License for more details.
*
* You should have received a copy of the GNU Lesser General Public
* License along with this library.  If not, see <http://www.gnu.org/licenses/>.
******************************************************************************/
package jsprit.examples;

import jsprit.analysis.toolbox.GraphStreamViewer;
import jsprit.analysis.toolbox.GraphStreamViewer.Label;
import jsprit.analysis.toolbox.Plotter;
import jsprit.core.algorithm.VehicleRoutingAlgorithm;
import jsprit.core.algorithm.VehicleRoutingAlgorithmBuilder;
import jsprit.core.algorithm.state.StateManager;
import jsprit.core.algorithm.termination.IterationWithoutImprovementTermination;
import jsprit.core.problem.VehicleRoutingProblem;
import jsprit.core.problem.VehicleRoutingProblem.FleetSize;
import jsprit.core.problem.constraint.ConstraintManager;
import jsprit.core.problem.constraint.HardRouteConstraint;
import jsprit.core.problem.job.Shipment;
import jsprit.core.problem.misc.JobInsertionContext;
import jsprit.core.problem.solution.VehicleRoutingProblemSolution;
import jsprit.core.problem.vehicle.VehicleImpl;
import jsprit.core.problem.vehicle.VehicleImpl.Builder;
import jsprit.core.problem.vehicle.VehicleType;
import jsprit.core.problem.vehicle.VehicleTypeImpl;
import jsprit.core.reporting.SolutionPrinter;
import jsprit.core.util.Coordinate;
import jsprit.core.util.Solutions;
import jsprit.util.Examples;

import java.util.Collection;

public class TransportOfDisabledPeople {
 
  static int WHEELCHAIRSPACE_INDEX = 0;
 
  static int PASSENGERSEATS_INDEX = 1;
 
  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 wheelChairTypeBuilder = VehicleTypeImpl.Builder.newInstance("wheelChairBusType")
        .addCapacityDimension(WHEELCHAIRSPACE_INDEX, 2) //can transport two people with wheelchair
        .addCapacityDimension(PASSENGERSEATS_INDEX, 4); //and 4 without
    VehicleType vehicleType_wheelchair = wheelChairTypeBuilder.build();
   
    VehicleTypeImpl.Builder soleyPassengerTypeBuilder = VehicleTypeImpl.Builder.newInstance("passengerBusType")
        .addCapacityDimension(PASSENGERSEATS_INDEX, 6); //and 4 without
    VehicleType vehicleType_solelypassenger = soleyPassengerTypeBuilder.build();
   
    /*
     * define two vehicles and their locations.
     *
     * this example employs two vehicles. one that has to return to its start-location (vehicle1) and one that has a different
     * end-location.
     *
     * play with these location to see which impact they have on customer-sequences.
     */
    Builder vehicleBuilder1 = VehicleImpl.Builder.newInstance("wheelchair_bus");
    vehicleBuilder1.setStartLocationCoordinate(Coordinate.newInstance(10, 10));
    vehicleBuilder1.setType(vehicleType_wheelchair);
    VehicleImpl vehicle1 = vehicleBuilder1.build();
   
    Builder vehicleBuilder1_2 = VehicleImpl.Builder.newInstance("wheelchair_bus_2");
    vehicleBuilder1_2.setStartLocationCoordinate(Coordinate.newInstance(10, 10));
    vehicleBuilder1_2.setType(vehicleType_wheelchair);
    VehicleImpl vehicle1_2 = vehicleBuilder1_2.build();
   
    Builder vehicleBuilder2 = VehicleImpl.Builder.newInstance("passenger_bus");
    vehicleBuilder2.setStartLocationCoordinate(Coordinate.newInstance(30, 30)).setEndLocationCoordinate(Coordinate.newInstance(30, 19));
    vehicleBuilder2.setType(vehicleType_solelypassenger);
    VehicleImpl vehicle2 = vehicleBuilder2.build();
   
    Builder vehicleBuilder2_2 = VehicleImpl.Builder.newInstance("passenger_bus_2");
    vehicleBuilder2_2.setStartLocationCoordinate(Coordinate.newInstance(30, 30)).setEndLocationCoordinate(Coordinate.newInstance(30, 19));
    vehicleBuilder2_2.setType(vehicleType_solelypassenger);
    VehicleImpl vehicle2_2 = vehicleBuilder2_2.build();
 
   
    /*
     * build shipments at the required locations, each with a capacity-demand of 1.
     *
     */
    Shipment shipment1 = Shipment.Builder.newInstance("wheelchair_1").addSizeDimension(WHEELCHAIRSPACE_INDEX, 1).setPickupCoord(Coordinate.newInstance(5, 7)).setDeliveryCoord(Coordinate.newInstance(6, 9)).build();
    Shipment shipment2 = Shipment.Builder.newInstance("2").addSizeDimension(PASSENGERSEATS_INDEX, 1).setPickupCoord(Coordinate.newInstance(5, 13)).setDeliveryCoord(Coordinate.newInstance(6, 11)).build();
   
    Shipment shipment3 = Shipment.Builder.newInstance("wheelchair_2").addSizeDimension(WHEELCHAIRSPACE_INDEX, 1).setPickupCoord(Coordinate.newInstance(15, 7)).setDeliveryCoord(Coordinate.newInstance(14, 9)).build();
    Shipment shipment4 = Shipment.Builder.newInstance("4").addSizeDimension(PASSENGERSEATS_INDEX, 1).setPickupCoord(Coordinate.newInstance(15, 13)).setDeliveryCoord(Coordinate.newInstance(14, 11)).build();
   
    Shipment shipment5 = Shipment.Builder.newInstance("wheelchair_3").addSizeDimension(WHEELCHAIRSPACE_INDEX, 1).setPickupCoord(Coordinate.newInstance(25, 27)).setDeliveryCoord(Coordinate.newInstance(26, 29)).build();
    Shipment shipment6 = Shipment.Builder.newInstance("6").addSizeDimension(PASSENGERSEATS_INDEX, 1).setPickupCoord(Coordinate.newInstance(25, 33)).setDeliveryCoord(Coordinate.newInstance(26, 31)).build();
   
    Shipment shipment7 = Shipment.Builder.newInstance("7").addSizeDimension(PASSENGERSEATS_INDEX, 1).setPickupCoord(Coordinate.newInstance(35, 27)).setDeliveryCoord(Coordinate.newInstance(34, 29)).build();
    Shipment shipment8 = Shipment.Builder.newInstance("wheelchair_4").addSizeDimension(WHEELCHAIRSPACE_INDEX, 1).setPickupCoord(Coordinate.newInstance(35, 33)).setDeliveryCoord(Coordinate.newInstance(34, 31)).build();
   
    Shipment shipment9 = Shipment.Builder.newInstance("9").addSizeDimension(PASSENGERSEATS_INDEX, 1).setPickupCoord(Coordinate.newInstance(5, 27)).setDeliveryCoord(Coordinate.newInstance(6, 29)).build();
    Shipment shipment10 = Shipment.Builder.newInstance("wheelchair_5").addSizeDimension(WHEELCHAIRSPACE_INDEX, 1).setPickupCoord(Coordinate.newInstance(5, 33)).setDeliveryCoord(Coordinate.newInstance(6, 31)).build();
   
    Shipment shipment11 = Shipment.Builder.newInstance("11").addSizeDimension(PASSENGERSEATS_INDEX, 1).setPickupCoord(Coordinate.newInstance(15, 27)).setDeliveryCoord(Coordinate.newInstance(14, 29)).build();
    Shipment shipment12 = Shipment.Builder.newInstance("wheelchair_6").addSizeDimension(WHEELCHAIRSPACE_INDEX, 1).setPickupCoord(Coordinate.newInstance(15, 33)).setDeliveryCoord(Coordinate.newInstance(14, 31)).build();
   
    Shipment shipment13 = Shipment.Builder.newInstance("13").addSizeDimension(PASSENGERSEATS_INDEX, 1).setPickupCoord(Coordinate.newInstance(25, 7)).setDeliveryCoord(Coordinate.newInstance(26, 9)).build();
    Shipment shipment14 = Shipment.Builder.newInstance("wheelchair_7").addSizeDimension(WHEELCHAIRSPACE_INDEX, 1).setPickupCoord(Coordinate.newInstance(25, 13)).setDeliveryCoord(Coordinate.newInstance(26, 11)).build();
   
    Shipment shipment15 = Shipment.Builder.newInstance("15").addSizeDimension(PASSENGERSEATS_INDEX, 1).setPickupCoord(Coordinate.newInstance(35, 7)).setDeliveryCoord(Coordinate.newInstance(34, 9)).build();
    Shipment shipment16 = Shipment.Builder.newInstance("wheelchair_8").addSizeDimension(WHEELCHAIRSPACE_INDEX, 1).setPickupCoord(Coordinate.newInstance(35, 13)).setDeliveryCoord(Coordinate.newInstance(34, 11)).build();
   
    Shipment shipment17 = Shipment.Builder.newInstance("17").addSizeDimension(PASSENGERSEATS_INDEX, 1).setPickupCoord(Coordinate.newInstance(5, 14)).setDeliveryCoord(Coordinate.newInstance(6, 16)).build();
    Shipment shipment18 = Shipment.Builder.newInstance("wheelchair_9").addSizeDimension(WHEELCHAIRSPACE_INDEX, 1).setPickupCoord(Coordinate.newInstance(5, 20)).setDeliveryCoord(Coordinate.newInstance(6, 18)).build();
   
    Shipment shipment19 = Shipment.Builder.newInstance("19").addSizeDimension(PASSENGERSEATS_INDEX, 1).setPickupCoord(Coordinate.newInstance(15, 14)).setDeliveryCoord(Coordinate.newInstance(14, 16)).build();
    Shipment shipment20 = Shipment.Builder.newInstance("wheelchair_10").addSizeDimension(WHEELCHAIRSPACE_INDEX, 1).setPickupCoord(Coordinate.newInstance(15, 20)).setDeliveryCoord(Coordinate.newInstance(14, 18)).build();
   
    VehicleRoutingProblem.Builder vrpBuilder = VehicleRoutingProblem.Builder.newInstance();
    vrpBuilder.addVehicle(vehicle1).addVehicle(vehicle2).addVehicle(vehicle1_2).addVehicle(vehicle2_2);
    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.addJob(shipment17).addJob(shipment18).addJob(shipment19).addJob(shipment20);
   
    //you only have two vehicles
    vrpBuilder.setFleetSize(FleetSize.FINITE);
   
    /*
     *
     * wheelchair-bus can only pickup passenger where x<15
     */
    HardRouteConstraint wheelchair_bus_passenger_pickup_constraint = new HardRouteConstraint() {
     
      @Override
      public boolean fulfilled(JobInsertionContext insertionContext) {
        Shipment shipment2insert = ((Shipment)insertionContext.getJob());
        if(insertionContext.getNewVehicle().getId().equals("wheelchair_bus")){
          if(shipment2insert.getSize().get(PASSENGERSEATS_INDEX)>0){
            if(shipment2insert.getPickupCoord().getX() > 15. || shipment2insert.getDeliveryCoord().getX() > 15.){
              return false;
            }
          }
        }
        return true;
      }
    };

    //build the problem
    VehicleRoutingProblem problem = vrpBuilder.build();

    StateManager stateManager = new StateManager(problem);
   
    ConstraintManager constraintManager = new ConstraintManager(problem, stateManager);
    constraintManager.addConstraint(wheelchair_bus_passenger_pickup_constraint);
   
    /*
     * get a sample algorithm.
     *
     * Note that you need to make sure to prohibit vehicle-switching by adding the insertion-tag <vehicleSwitchAllowed>false</vehicleSwitchAllowed>.
     * This way you make sure that no vehicle can take over a route that is employed by another. Allowing this might make sense when dealing with
     * a heterogeneous fleet and you want to employ a bigger vehicle on a still existing route. However, allowing it makes constraint-checking
     * bit more complicated and you cannot just add the above hard-constraint. Latter will be covered in another example.
     *
     */
    VehicleRoutingAlgorithmBuilder algorithmBuilder = new VehicleRoutingAlgorithmBuilder(problem, "input/algorithmConfig_noVehicleSwitch.xml");
    algorithmBuilder.setStateAndConstraintManager(stateManager, constraintManager);
    algorithmBuilder.addCoreConstraints();
    algorithmBuilder.addDefaultCostCalculators();
   
    VehicleRoutingAlgorithm algorithm = algorithmBuilder.build();
    algorithm.setPrematureAlgorithmTermination(new IterationWithoutImprovementTermination(100));

    /*
     * and search a solution
     */
    Collection<VehicleRoutingProblemSolution> 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(problem, bestSolution, SolutionPrinter.Print.VERBOSE);
   
    /*
     * plot problem without solution
     */
    Plotter problemPlotter = new Plotter(problem);
    problemPlotter.plotShipments(true);
    problemPlotter.setLabel(jsprit.analysis.toolbox.Plotter.Label.SIZE);
    problemPlotter.plot("output/transportOfDisabledPeopleExample_problem.png", "disabled people tp");

        Plotter solutionPlotter = new Plotter(problem,Solutions.bestOf(solutions));
        solutionPlotter.plotShipments(true);
        solutionPlotter.setLabel(jsprit.analysis.toolbox.Plotter.Label.SIZE);
        solutionPlotter.plot("output/transportOfDisabledPeopleExample_solution.png", "disabled people tp");

    new GraphStreamViewer(problem).labelWith(Label.ID).setRenderDelay(100).setRenderShipments(true).display();
   
    new GraphStreamViewer(problem,Solutions.bestOf(solutions)).labelWith(Label.ACTIVITY).setRenderDelay(100).setRenderShipments(true).display();
   
  }

}
TOP

Related Classes of jsprit.examples.TransportOfDisabledPeople

TOP
Copyright © 2018 www.massapi.com. All rights reserved.
All source code are property of their respective owners. Java is a trademark of Sun Microsystems, Inc and owned by ORACLE Inc. Contact coftware#gmail.com.