package jsprit.examples; import jsprit.analysis.toolbox.AlgorithmSearchProgressChartListener; import jsprit.analysis.toolbox.Plotter; import jsprit.core.algorithm.VehicleRoutingAlgorithm; import jsprit.core.algorithm.box.Jsprit; import jsprit.core.algorithm.state.StateManager; import jsprit.core.algorithm.state.UpdateDepartureTime; import jsprit.core.algorithm.state.UpdateTimeSlack; import jsprit.core.problem.Location; import jsprit.core.problem.VehicleRoutingProblem; import jsprit.core.problem.constraint.ConstraintManager; import jsprit.core.problem.job.Service; import jsprit.core.problem.solution.SolutionCostCalculator; import jsprit.core.problem.solution.VehicleRoutingProblemSolution; import jsprit.core.problem.solution.route.VehicleRoute; import jsprit.core.problem.solution.route.activity.TimeWindow; import jsprit.core.problem.solution.route.activity.TourActivity; import jsprit.core.problem.vehicle.VehicleImpl; import jsprit.core.problem.vehicle.VehicleTypeImpl; import jsprit.core.reporting.SolutionPrinter; import jsprit.core.util.RandomNumberGeneration; import jsprit.core.util.Solutions; import java.util.Random; /** * Created by schroeder on 23/07/15. */ public class VariableStartAndWaitingTimeExample { static interface AlgorithmFactory { VehicleRoutingAlgorithm createAlgorithm(VehicleRoutingProblem vrp); } public static void main(String[] args) { VehicleTypeImpl type = VehicleTypeImpl.Builder.newInstance("type").setCostPerDistance(2.5).setCostPerWaitingTime(2.0).build(); // VehicleTypeImpl type1 = VehicleTypeImpl.Builder.newInstance("type1").setCostPerDistance(1.5).setCostPerWaitingTime(.0).build(); VehicleImpl v2 = VehicleImpl.Builder.newInstance("v2").setType(type).setReturnToDepot(true) .setHasVariableDepartureTime(true).setStartLocation(Location.newInstance(0, 0)).build(); VehicleImpl v3 = VehicleImpl.Builder.newInstance("v3").setType(type).setReturnToDepot(true) .setHasVariableDepartureTime(true).setStartLocation(Location.newInstance(0, 0)).build(); VehicleImpl v4 = VehicleImpl.Builder.newInstance("v4").setType(type).setReturnToDepot(true) .setHasVariableDepartureTime(false).setStartLocation(Location.newInstance(0, 0)).build(); VehicleRoutingProblem.Builder vrpBuilder = VehicleRoutingProblem.Builder.newInstance(); Random r = RandomNumberGeneration.newInstance(); for(int i=0;i<40;i++){ Service s = Service.Builder.newInstance("s_"+i).setServiceTime(0) // .setTimeWindow(TimeWindow.newInstance(r.nextInt(50),100+r.nextInt(150))) .setLocation(Location.newInstance(1 - r.nextInt(5), 10 + r.nextInt(10))).build(); vrpBuilder.addJob(s); } Service s1 = Service.Builder.newInstance("s12").setLocation(Location.newInstance(-3, 15)).setTimeWindow(TimeWindow.newInstance(20, 60)).build(); // Service s4 = Service.Builder.newInstance("s13").setLocation(Location.newInstance(5,15)).setTimeWindow(TimeWindow.newInstance(100, 160)).build(); Service s2 = Service.Builder.newInstance("s10").setLocation(Location.newInstance(-1, 15)).setTimeWindow(TimeWindow.newInstance(200, 250)).build(); Service s3 = Service.Builder.newInstance("s11").setLocation(Location.newInstance(10, 10)).setTimeWindow(TimeWindow.newInstance(300, 310)).build(); vrpBuilder.addJob(s1).addJob(s2).addJob(s3).addVehicle(v4).addVehicle(v2).addVehicle(v3); vrpBuilder.setFleetSize(VehicleRoutingProblem.FleetSize.FINITE); final VehicleRoutingProblem vrp = vrpBuilder.build(); AlgorithmFactory algorithmFactory = new AlgorithmFactory() { @Override public VehicleRoutingAlgorithm createAlgorithm(final VehicleRoutingProblem vrp) { StateManager stateManager = new StateManager(vrp); stateManager.addStateUpdater(new UpdateDepartureTime(vrp.getTransportCosts())); stateManager.addStateUpdater(new UpdateTimeSlack(stateManager,vrp.getTransportCosts())); ConstraintManager constraintManager = new ConstraintManager(vrp,stateManager); return Jsprit.Builder.newInstance(vrp) .addCoreStateAndConstraintStuff(true) .setStateAndConstraintManager(stateManager, constraintManager) // .setProperty(Jsprit.Parameter.THRESHOLD_INI, "0.1") // .setProperty(Jsprit.Parameter.THRESHOLD_ALPHA, "0.3") // .setProperty(Parameter.) // .setProperty(Jsprit.Parameter.CONSTRUCTION, Jsprit.Construction.BEST_INSERTION.toString()) .setObjectiveFunction(new SolutionCostCalculator() { @Override public double getCosts(VehicleRoutingProblemSolution solution) { double costs = 0.; for (VehicleRoute route : solution.getRoutes()) { costs += route.getVehicle().getType().getVehicleCostParams().fix; TourActivity prevAct = route.getStart(); for (TourActivity act : route.getActivities()) { costs += vrp.getTransportCosts().getTransportCost(prevAct.getLocation(), act.getLocation(), prevAct.getEndTime(), route.getDriver(), route.getVehicle()); costs += vrp.getActivityCosts().getActivityCost(act, act.getArrTime(), route.getDriver(), route.getVehicle()); prevAct = act; } costs += vrp.getTransportCosts().getTransportCost(prevAct.getLocation(), route.getEnd().getLocation(), prevAct.getEndTime(), route.getDriver(), route.getVehicle()); } costs += solution.getUnassignedJobs().size() * 200; return costs; } }) .buildAlgorithm(); } }; VehicleRoutingAlgorithm vra = algorithmFactory.createAlgorithm(vrp); vra.setMaxIterations(500); vra.addListener(new AlgorithmSearchProgressChartListener("output/search")); VehicleRoutingProblemSolution solution = Solutions.bestOf(vra.searchSolutions()); System.out.println("c: " + solution.getCost()); SolutionPrinter.print(vrp, solution, SolutionPrinter.Print.VERBOSE); new Plotter(vrp,solution).setLabel(Plotter.Label.ID).plot("output/plot","plot"); } }