package jsprit.examples; import java.io.BufferedReader; import java.io.File; import java.io.FileReader; import java.io.IOException; import java.util.Collection; import java.util.HashMap; import java.util.Map; import jsprit.analysis.toolbox.AlgorithmSearchProgressChartListener; import jsprit.analysis.toolbox.Plotter; import jsprit.analysis.toolbox.SolutionPrinter; import jsprit.core.algorithm.VehicleRoutingAlgorithm; import jsprit.core.algorithm.io.VehicleRoutingAlgorithms; import jsprit.core.algorithm.state.StateManager; import jsprit.core.algorithm.state.StateUpdater; import jsprit.core.algorithm.termination.IterationWithoutImprovementTermination; import jsprit.core.problem.VehicleRoutingProblem; import jsprit.core.problem.VehicleRoutingProblem.Builder; import jsprit.core.problem.VehicleRoutingProblem.FleetSize; import jsprit.core.problem.constraint.HardActivityStateLevelConstraint; import jsprit.core.problem.constraint.HardRouteStateLevelConstraint; import jsprit.core.problem.cost.VehicleRoutingTransportCosts; import jsprit.core.problem.driver.DriverImpl; import jsprit.core.problem.io.VrpXMLWriter; import jsprit.core.problem.job.Job; import jsprit.core.problem.job.Shipment; import jsprit.core.problem.misc.JobInsertionContext; import jsprit.core.problem.solution.VehicleRoutingProblemSolution; import jsprit.core.problem.solution.route.VehicleRoute; import jsprit.core.problem.solution.route.activity.DeliverShipment; import jsprit.core.problem.solution.route.activity.ReverseActivityVisitor; import jsprit.core.problem.solution.route.activity.TourActivity; import jsprit.core.problem.solution.route.activity.TourActivity.JobActivity; import jsprit.core.problem.solution.route.state.RouteAndActivityStateGetter; import jsprit.core.problem.solution.route.state.StateFactory; import jsprit.core.problem.vehicle.PenaltyVehicleType; import jsprit.core.problem.vehicle.Vehicle; import jsprit.core.problem.vehicle.VehicleImpl; import jsprit.core.problem.vehicle.VehicleType; import jsprit.core.problem.vehicle.VehicleTypeImpl; import jsprit.core.util.Coordinate; import jsprit.core.util.CrowFlyCosts; import jsprit.core.util.Solutions; public class BicycleMessenger { static class ThreeTimesLessThanBestDirectRouteConstraint implements HardActivityStateLevelConstraint { private VehicleRoutingTransportCosts routingCosts; private RouteAndActivityStateGetter stateManager; //jobId map direct-distance by nearestMessenger private Map bestMessengers = new HashMap(); public ThreeTimesLessThanBestDirectRouteConstraint(Map nearestMessengers, VehicleRoutingTransportCosts routingCosts, RouteAndActivityStateGetter stateManager) { this.bestMessengers = nearestMessengers; this.routingCosts = routingCosts; this.stateManager = stateManager; } @Override public ConstraintsStatus fulfilled(JobInsertionContext iFacts,TourActivity prevAct, TourActivity newAct, TourActivity nextAct, double prevActDepTime) { double arrivalTime_at_newAct = prevActDepTime + routingCosts.getTransportTime(prevAct.getLocationId(), newAct.getLocationId(), prevActDepTime, iFacts.getNewDriver(), iFacts.getNewVehicle()); //local impact if(newAct instanceof DeliverShipment){ double directTimeOfNearestMessenger = bestMessengers.get(((DeliverShipment) newAct).getJob().getId()); if(arrivalTime_at_newAct > 3 * directTimeOfNearestMessenger){ //not fulfilled AND it can never be fulfilled anymore by going forward in route, thus NOT_FULFILLED_BREAK return ConstraintsStatus.NOT_FULFILLED_BREAK; } } //impact on whole route, since insertion of newAct shifts all subsequent activities forward in time double departureTime_at_newAct = arrivalTime_at_newAct + newAct.getOperationTime(); double deliverTimeAtNextAct = departureTime_at_newAct + routingCosts.getTransportTime(newAct.getLocationId(), nextAct.getLocationId(), departureTime_at_newAct, iFacts.getNewDriver(), iFacts.getNewVehicle());; if(deliverTimeAtNextAct > stateManager.getActivityState(nextAct, StateFactory.createId("latest-activity-start-time")).toDouble()){ return ConstraintsStatus.NOT_FULFILLED; } return ConstraintsStatus.FULFILLED; } } /** * one does not need this constraint. but it is faster. the earlier the solution-space can be constraint the better/faster. * @author schroeder * */ static class IgnoreMessengerThatCanNeverMeetTimeRequirements implements HardRouteStateLevelConstraint { private Map bestMessengers = new HashMap(); private VehicleRoutingTransportCosts routingCosts; public IgnoreMessengerThatCanNeverMeetTimeRequirements(Map bestMessengers,VehicleRoutingTransportCosts routingCosts) { super(); this.bestMessengers = bestMessengers; this.routingCosts = routingCosts; } @Override public boolean fulfilled(JobInsertionContext insertionContext) { double timeOfDirectRoute = getTimeOfDirectRoute(insertionContext.getJob(), insertionContext.getNewVehicle(), routingCosts); double timeOfNearestMessenger = bestMessengers.get(insertionContext.getJob().getId()); if(timeOfDirectRoute > 3 * timeOfNearestMessenger){ return false; } return true; } } /** * updates the state "latest-activity-start-time" once route/activity states changed, i.e. when removing or inserting an envelope-activity * * @author schroeder * */ static class UpdateLatestActivityStartTimes implements StateUpdater, ReverseActivityVisitor { private StateManager stateManager; private VehicleRoutingTransportCosts routingCosts; private Map bestMessengers; private VehicleRoute route; private TourActivity prevAct; private double latestArrivalTime_at_prevAct; public UpdateLatestActivityStartTimes(StateManager stateManager, VehicleRoutingTransportCosts routingCosts, Map bestMessengers) { super(); this.stateManager = stateManager; this.routingCosts = routingCosts; this.bestMessengers = bestMessengers; } @Override public void begin(VehicleRoute route) { this.route = route; latestArrivalTime_at_prevAct = route.getEnd().getTheoreticalLatestOperationStartTime(); prevAct = route.getEnd(); } @Override public void visit(TourActivity activity) { double timeOfNearestMessenger = bestMessengers.get(((JobActivity)activity).getJob().getId()); double potentialLatestArrivalTimeAtCurrAct = latestArrivalTime_at_prevAct - routingCosts.getBackwardTransportTime(activity.getLocationId(), prevAct.getLocationId(), latestArrivalTime_at_prevAct, route.getDriver(),route.getVehicle()) - activity.getOperationTime(); double latestArrivalTime_at_activity = Math.min(3*timeOfNearestMessenger, potentialLatestArrivalTimeAtCurrAct); stateManager.putActivityState(activity, StateFactory.createId("latest-activity-start-time"), StateFactory.createState(latestArrivalTime_at_activity)); latestArrivalTime_at_prevAct = latestArrivalTime_at_activity; prevAct = activity; } @Override public void finish() {} } /** * @param args * @throws IOException */ public static void main(String[] args) throws IOException { VehicleRoutingProblem.Builder problemBuilder = VehicleRoutingProblem.Builder.newInstance(); readEnvelopes(problemBuilder); readMessengers(problemBuilder); VehicleRoutingTransportCosts routingCosts = new CrowFlyCosts(problemBuilder.getLocations()); Map nearestMessengers = getNearestMessengers(routingCosts, problemBuilder.getAddedJobs(), problemBuilder.getAddedVehicles()); StateManager stateManager = new StateManager(routingCosts); stateManager.addDefaultActivityState(StateFactory.createId("latest-activity-start-time"), StateFactory.createState(Double.MAX_VALUE)); problemBuilder.setFleetSize(FleetSize.FINITE); problemBuilder.addConstraint(new ThreeTimesLessThanBestDirectRouteConstraint(nearestMessengers, routingCosts, stateManager)); problemBuilder.addConstraint(new IgnoreMessengerThatCanNeverMeetTimeRequirements(nearestMessengers, routingCosts)); VehicleRoutingProblem bicycleMessengerProblem = problemBuilder.build(); stateManager.addStateUpdater(new UpdateLatestActivityStartTimes(stateManager, routingCosts, nearestMessengers)); VehicleRoutingAlgorithm algorithm = VehicleRoutingAlgorithms.readAndCreateAlgorithm(bicycleMessengerProblem,"input/algorithmConfig_open.xml", stateManager); algorithm.setPrematureAlgorithmTermination(new IterationWithoutImprovementTermination(1000)); algorithm.addListener(new AlgorithmSearchProgressChartListener("output/progress.png")); // algorithm.setNuOfIterations(5000); Collection solutions = algorithm.searchSolutions(); SolutionPrinter.print(Solutions.bestOf(solutions)); Plotter plotter = new Plotter(bicycleMessengerProblem); // plotter.setBoundingBox(10000, 47500, 20000, 67500); plotter.plotShipments(true); plotter.plot("output/bicycleMessengerProblem.png", "bicycleMessenger"); Plotter plotter1 = new Plotter(bicycleMessengerProblem, Solutions.bestOf(solutions)); plotter1.plotShipments(true); plotter1.setShowFirstActivity(true); plotter1.setBoundingBox(5000, 45500, 25000, 66500); plotter1.plot("output/bicycleMessengerSolution.png", "bicycleMessenger"); new VrpXMLWriter(bicycleMessengerProblem, solutions).write("output/bicycleMessenger.xml"); } static Map getNearestMessengers(VehicleRoutingTransportCosts routingCosts, Collection envelopes, Collection messengers) { Map nearestMessengers = new HashMap(); for(Job envelope : envelopes){ double minDirect = Double.MAX_VALUE; for(Vehicle m : messengers){ double direct = getTimeOfDirectRoute(envelope, m, routingCosts); if(direct < minDirect){ minDirect = direct; } } nearestMessengers.put(envelope.getId(), minDirect); } return nearestMessengers; } static double getTimeOfDirectRoute(Job job, Vehicle v, VehicleRoutingTransportCosts routingCosts) { Shipment envelope = (Shipment) job; double direct = routingCosts.getTransportTime(v.getLocationId(), envelope.getPickupLocation(), 0.0, DriverImpl.noDriver(), v) + routingCosts.getTransportTime(envelope.getPickupLocation(), envelope.getDeliveryLocation(), 0.0, DriverImpl.noDriver(), v); return direct; } private static void readEnvelopes(Builder problemBuilder) throws IOException { BufferedReader reader = new BufferedReader(new FileReader(new File("input/bicycle_messenger_demand.txt"))); String line = null; boolean firstLine = true; while((line = reader.readLine()) != null){ if(firstLine) { firstLine = false; continue; } String[] tokens = line.split("\\s+"); Shipment envelope = Shipment.Builder.newInstance(tokens[1], 1).setPickupCoord(Coordinate.newInstance(Double.parseDouble(tokens[2]), Double.parseDouble(tokens[3]))) .setDeliveryCoord(Coordinate.newInstance(Double.parseDouble(tokens[4]), Double.parseDouble(tokens[5]))).build(); problemBuilder.addJob(envelope); } reader.close(); } private static void readMessengers(Builder problemBuilder) throws IOException { BufferedReader reader = new BufferedReader(new FileReader(new File("input/bicycle_messenger_supply.txt"))); String line = null; boolean firstLine = true; VehicleType messengerType = VehicleTypeImpl.Builder.newInstance("messengerType", 15).setCostPerDistance(1).build(); VehicleType penaltyType = VehicleTypeImpl.Builder.newInstance("messengerType", 15).setFixedCost(50000).setCostPerDistance(4).build(); PenaltyVehicleType penaltyVehicleType = new PenaltyVehicleType(penaltyType,4); while((line = reader.readLine()) != null){ if(firstLine) { firstLine = false; continue; } String[] tokens = line.split("\\s+"); Vehicle vehicle = VehicleImpl.Builder.newInstance(tokens[1]).setLocationCoord(Coordinate.newInstance(Double.parseDouble(tokens[2]), Double.parseDouble(tokens[3]))) .setReturnToDepot(false).setType(messengerType).build(); problemBuilder.addVehicle(vehicle); Vehicle penaltyVehicle = VehicleImpl.Builder.newInstance(tokens[1]+"_penalty").setLocationCoord(Coordinate.newInstance(Double.parseDouble(tokens[2]), Double.parseDouble(tokens[3]))) .setReturnToDepot(true).setType(penaltyVehicleType).build(); problemBuilder.addVehicle(penaltyVehicle); } reader.close(); } }