#region License Information
/* HeuristicLab
* Copyright (C) Heuristic and Evolutionary Algorithms Laboratory (HEAL)
*
* This file is part of HeuristicLab.
*
* HeuristicLab is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* HeuristicLab 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 General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with HeuristicLab. If not, see .
*/
#endregion
using System;
using System.Collections.Generic;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Parameters;
using HEAL.Attic;
using HeuristicLab.Problems.VehicleRouting.Interfaces;
using HeuristicLab.Problems.VehicleRouting.Variants;
namespace HeuristicLab.Problems.VehicleRouting.ProblemInstances {
[Item("CVRPPDTWEvaluator", "Represents a single depot CVRPPDTW evaluator.")]
[StorableType("6324F32C-727E-4593-BB21-4625755F844A")]
public class CVRPPDTWEvaluator : CVRPTWEvaluator {
public ILookupParameter PickupViolationsParameter {
get { return (ILookupParameter)Parameters["PickupViolations"]; }
}
protected override VRPEvaluation CreateTourEvaluation() {
return new CVRPPDTWEvaluation();
}
protected override void EvaluateTour(VRPEvaluation eval, IVRPProblemInstance instance, Tour tour, IVRPEncoding solution) {
TourInsertionInfo tourInfo = new TourInsertionInfo(solution.GetVehicleAssignment(solution.GetTourIndex(tour)));
eval.InsertionInfo.AddTourInsertionInfo(tourInfo);
double originalQuality = eval.Quality;
IHomogenousCapacitatedProblemInstance cvrpInstance = instance as IHomogenousCapacitatedProblemInstance;
DoubleArray demand = instance.Demand;
ITimeWindowedProblemInstance vrptw = instance as ITimeWindowedProblemInstance;
DoubleArray dueTime = vrptw.DueTime;
DoubleArray readyTime = vrptw.ReadyTime;
DoubleArray serviceTimes = vrptw.ServiceTime;
IPickupAndDeliveryProblemInstance pdp = instance as IPickupAndDeliveryProblemInstance;
IntArray pickupDeliveryLocation = pdp.PickupDeliveryLocation;
double capacity = cvrpInstance.Capacity.Value;
double time = 0.0;
double waitingTime = 0.0;
double serviceTime = 0.0;
double tardiness = 0.0;
double overweight = 0.0;
double distance = 0.0;
double currentLoad = 0.0;
Dictionary stops = new Dictionary();
int pickupViolations = 0;
double tourStartTime = readyTime[0];
time = tourStartTime;
//simulate a tour, start and end at depot
for (int i = 0; i <= tour.Stops.Count; i++) {
int start = 0;
if (i > 0)
start = tour.Stops[i - 1];
int end = 0;
if (i < tour.Stops.Count)
end = tour.Stops[i];
//drive there
double currentDistace = vrptw.GetDistance(start, end, solution);
time += currentDistace;
distance += currentDistace;
double arrivalTime = time;
//check if it was serviced on time
if (time > dueTime[end])
tardiness += time - dueTime[end];
//wait
double currentWaitingTime = 0.0;
if (time < readyTime[end])
currentWaitingTime = readyTime[end] - time;
double waitTime = readyTime[end] - time;
waitingTime += currentWaitingTime;
time += currentWaitingTime;
double spareTime = dueTime[end] - time;
//service
double currentServiceTime = serviceTimes[end];
serviceTime += currentServiceTime;
time += currentServiceTime;
//Pickup / deliver
double arrivalSpareCapacity = capacity - currentLoad;
bool validPickupDelivery =
validPickupDelivery =
((demand[end] >= 0) ||
(stops.ContainsKey(pickupDeliveryLocation[end])));
if (validPickupDelivery) {
currentLoad += demand[end];
} else {
pickupViolations++;
}
if (currentLoad > capacity)
overweight += currentLoad - capacity;
double spareCapacity = capacity - currentLoad;
CVRPPDTWInsertionInfo stopInfo = new CVRPPDTWInsertionInfo(start, end, spareCapacity, tourStartTime,
arrivalTime, time, spareTime, waitTime, new List(stops.Keys), arrivalSpareCapacity);
tourInfo.AddStopInsertionInfo(stopInfo);
stops.Add(end, true);
}
eval.Quality += instance.FleetUsageFactor.Value;
eval.Quality += instance.DistanceFactor.Value * distance;
eval.Distance += distance;
eval.VehicleUtilization += 1;
(eval as CVRPEvaluation).Overload += overweight;
double tourPenalty = 0;
double penalty = overweight * cvrpInstance.OverloadPenalty.Value;
eval.Penalty += penalty;
eval.Quality += penalty;
tourPenalty += penalty;
(eval as CVRPTWEvaluation).Tardiness += tardiness;
(eval as CVRPTWEvaluation).TravelTime += time;
penalty = tardiness * vrptw.TardinessPenalty.Value;
eval.Penalty += penalty;
eval.Quality += penalty;
tourPenalty += penalty;
(eval as CVRPPDTWEvaluation).PickupViolations += pickupViolations;
penalty = pickupViolations * pdp.PickupViolationPenalty.Value;
eval.Penalty += penalty;
tourPenalty += penalty;
eval.Quality += penalty;
eval.Quality += time * vrptw.TimeFactor.Value;
tourInfo.Penalty = tourPenalty;
tourInfo.Quality = eval.Quality - originalQuality;
}
protected override double GetTourInsertionCosts(IVRPProblemInstance instance, IVRPEncoding solution, TourInsertionInfo tourInsertionInfo, int index, int customer,
out bool feasible) {
CVRPPDTWInsertionInfo insertionInfo = tourInsertionInfo.GetStopInsertionInfo(index) as CVRPPDTWInsertionInfo;
double costs = 0;
feasible = tourInsertionInfo.Penalty < double.Epsilon;
bool tourFeasible = true;
ICapacitatedProblemInstance cvrp = instance as ICapacitatedProblemInstance;
double overloadPenalty = cvrp.OverloadPenalty.Value;
ITimeWindowedProblemInstance vrptw = instance as ITimeWindowedProblemInstance;
DoubleArray dueTime = vrptw.DueTime;
DoubleArray readyTime = vrptw.ReadyTime;
DoubleArray serviceTimes = vrptw.ServiceTime;
double tardinessPenalty = vrptw.TardinessPenalty.Value;
IPickupAndDeliveryProblemInstance pdp = instance as IPickupAndDeliveryProblemInstance;
IntArray pickupDeliveryLocation = pdp.PickupDeliveryLocation;
double pickupPenalty = pdp.PickupViolationPenalty.Value;
double distance = instance.GetDistance(insertionInfo.Start, insertionInfo.End, solution);
double newDistance =
instance.GetDistance(insertionInfo.Start, customer, solution) +
instance.GetDistance(customer, insertionInfo.End, solution);
costs += instance.DistanceFactor.Value * (newDistance - distance);
double demand = instance.Demand[customer];
if (demand > insertionInfo.ArrivalSpareCapacity) {
tourFeasible = feasible = false;
if (insertionInfo.ArrivalSpareCapacity >= 0)
costs += (demand - insertionInfo.ArrivalSpareCapacity) * overloadPenalty;
else
costs += demand * overloadPenalty;
}
int destination = pickupDeliveryLocation[customer];
bool validPickup = true;
if (demand < 0 && !insertionInfo.Visited.Contains(destination)) {
tourFeasible = feasible = false;
validPickup = false;
costs += pickupPenalty;
}
double time = 0;
double tardiness = 0;
if (index > 0)
time = (tourInsertionInfo.GetStopInsertionInfo(index - 1) as CVRPTWInsertionInfo).LeaveTime;
else
time = insertionInfo.TourStartTime;
time += instance.GetDistance(insertionInfo.Start, customer, solution);
if (time > dueTime[customer]) {
tardiness += time - dueTime[customer];
}
if (time < readyTime[customer])
time += readyTime[customer] - time;
time += serviceTimes[customer];
time += instance.GetDistance(customer, insertionInfo.End, solution);
double additionalTime = time - (tourInsertionInfo.GetStopInsertionInfo(index) as CVRPTWInsertionInfo).ArrivalTime;
for (int i = index; i < tourInsertionInfo.GetStopCount(); i++) {
CVRPTWInsertionInfo nextStop = tourInsertionInfo.GetStopInsertionInfo(i) as CVRPTWInsertionInfo;
if (demand >= 0) {
if (nextStop.End == destination) {
demand = 0;
costs -= pickupPenalty;
if (tourInsertionInfo.Penalty == pickupPenalty && tourFeasible)
feasible = true;
} else if (nextStop.SpareCapacity < 0) {
costs += demand * overloadPenalty;
} else if (nextStop.SpareCapacity < demand) {
tourFeasible = feasible = false;
costs += (demand - nextStop.SpareCapacity) * overloadPenalty;
}
} else if (validPickup) {
if (nextStop.SpareCapacity < 0) {
costs += Math.Max(demand, nextStop.SpareCapacity) * overloadPenalty;
}
}
if (additionalTime < 0) {
//arrive earlier than before
//wait probably
if (nextStop.WaitingTime < 0) {
double wait = nextStop.WaitingTime - additionalTime;
if (wait > 0)
additionalTime += wait;
} else {
additionalTime = 0;
}
//check due date, decrease tardiness
if (nextStop.SpareTime < 0) {
costs += Math.Max(nextStop.SpareTime, additionalTime) * tardinessPenalty;
}
} else {
//arrive later than before, probably don't have to wait
if (nextStop.WaitingTime > 0) {
additionalTime -= Math.Min(additionalTime, nextStop.WaitingTime);
}
//check due date
if (nextStop.SpareTime > 0) {
double spare = nextStop.SpareTime - additionalTime;
if (spare < 0)
tardiness += -spare;
} else {
tardiness += additionalTime;
}
}
}
costs += additionalTime * vrptw.TimeFactor.Value;
if (tardiness > 0) {
tourFeasible = feasible = false;
}
costs += tardiness * tardinessPenalty;
return costs;
}
protected override void InitResultParameters() {
base.InitResultParameters();
PickupViolationsParameter.ActualValue = new IntValue(0);
}
protected override void SetResultParameters(VRPEvaluation tourEvaluation) {
base.SetResultParameters(tourEvaluation);
PickupViolationsParameter.ActualValue.Value = (tourEvaluation as CVRPPDTWEvaluation).PickupViolations;
}
[StorableConstructor]
protected CVRPPDTWEvaluator(StorableConstructorFlag _) : base(_) { }
public CVRPPDTWEvaluator() {
Parameters.Add(new LookupParameter("PickupViolations", "The number of pickup violations."));
}
public override IDeepCloneable Clone(Cloner cloner) {
return new CVRPPDTWEvaluator(this, cloner);
}
protected CVRPPDTWEvaluator(CVRPPDTWEvaluator original, Cloner cloner)
: base(original, cloner) {
}
}
}