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test and modify ruin strategies to deal with initial routes
This commit is contained in:
parent
62e12d5153
commit
2b87155879
10 changed files with 192 additions and 29 deletions
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@ -20,6 +20,7 @@ package jsprit.core.algorithm.ruin;
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import jsprit.core.algorithm.ruin.listener.RuinListener;
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import jsprit.core.algorithm.ruin.listener.RuinListener;
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import jsprit.core.algorithm.ruin.listener.RuinListeners;
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import jsprit.core.algorithm.ruin.listener.RuinListeners;
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import jsprit.core.problem.VehicleRoutingProblem;
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import jsprit.core.problem.job.Job;
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import jsprit.core.problem.job.Job;
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import jsprit.core.problem.solution.route.VehicleRoute;
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import jsprit.core.problem.solution.route.VehicleRoute;
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import jsprit.core.util.RandomNumberGeneration;
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import jsprit.core.util.RandomNumberGeneration;
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@ -33,14 +34,12 @@ public abstract class AbstractRuinStrategy implements RuinStrategy{
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protected Random random = RandomNumberGeneration.getRandom();
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protected Random random = RandomNumberGeneration.getRandom();
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protected VehicleRoutingProblem vrp;
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public void setRandom(Random random) {
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public void setRandom(Random random) {
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this.random = random;
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this.random = random;
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}
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}
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protected AbstractRuinStrategy() {
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ruinListeners = new RuinListeners();
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}
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protected RuinShareFactory ruinShareFactory;
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protected RuinShareFactory ruinShareFactory;
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public void setRuinShareFactory(RuinShareFactory ruinShareFactory){
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public void setRuinShareFactory(RuinShareFactory ruinShareFactory){
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@ -51,6 +50,11 @@ public abstract class AbstractRuinStrategy implements RuinStrategy{
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return ruinShareFactory;
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return ruinShareFactory;
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}
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}
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protected AbstractRuinStrategy(VehicleRoutingProblem vrp) {
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this.vrp = vrp;
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ruinListeners = new RuinListeners();
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}
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@Override
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@Override
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public Collection<Job> ruin(Collection<VehicleRoute> vehicleRoutes){
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public Collection<Job> ruin(Collection<VehicleRoute> vehicleRoutes){
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ruinListeners.ruinStarts(vehicleRoutes);
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ruinListeners.ruinStarts(vehicleRoutes);
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@ -90,6 +94,7 @@ public abstract class AbstractRuinStrategy implements RuinStrategy{
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}
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}
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protected boolean removeJob(Job job, Collection<VehicleRoute> vehicleRoutes) {
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protected boolean removeJob(Job job, Collection<VehicleRoute> vehicleRoutes) {
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if(jobIsInitial(job)) return false;
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for (VehicleRoute route : vehicleRoutes) {
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for (VehicleRoute route : vehicleRoutes) {
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if (removeJob(job, route)) {
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if (removeJob(job, route)) {
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return true;
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return true;
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@ -98,7 +103,12 @@ public abstract class AbstractRuinStrategy implements RuinStrategy{
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return false;
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return false;
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}
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}
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private boolean jobIsInitial(Job job){
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return !vrp.getJobs().containsKey(job.getId()); //for initial jobs (being not contained in problem
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}
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protected boolean removeJob(Job job, VehicleRoute route) {
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protected boolean removeJob(Job job, VehicleRoute route) {
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if(jobIsInitial(job)) return false;
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boolean removed = route.getTourActivities().removeJob(job);
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boolean removed = route.getTourActivities().removeJob(job);
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if (removed) {
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if (removed) {
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ruinListeners.removed(job,route);
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ruinListeners.removed(job,route);
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@ -79,7 +79,7 @@ public final class RuinClusters extends AbstractRuinStrategy implements Iteratio
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private double epsFactor = 0.8;
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private double epsFactor = 0.8;
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public RuinClusters(VehicleRoutingProblem vrp, final int initialNumberJobsToRemove, JobNeighborhoods jobNeighborhoods) {
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public RuinClusters(VehicleRoutingProblem vrp, final int initialNumberJobsToRemove, JobNeighborhoods jobNeighborhoods) {
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super();
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super(vrp);
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this.vrp = vrp;
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this.vrp = vrp;
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setRuinShareFactory(new RuinShareFactory() {
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setRuinShareFactory(new RuinShareFactory() {
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@Override
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@Override
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@ -156,9 +156,10 @@ public final class RuinClusters extends AbstractRuinStrategy implements Iteratio
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List<Job> cluster = dbscan.getRandomCluster(targetRoute);
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List<Job> cluster = dbscan.getRandomCluster(targetRoute);
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for(Job j : cluster){
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for(Job j : cluster){
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if(toRemove == 0) break;
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if(toRemove == 0) break;
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removeJob(j, vehicleRoutes);
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if(removeJob(j, vehicleRoutes)) {
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lastRemoved.add(j);
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lastRemoved.add(j);
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unassignedJobs.add(j);
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unassignedJobs.add(j);
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}
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toRemove--;
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toRemove--;
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}
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}
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ruined.add(targetRoute);
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ruined.add(targetRoute);
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@ -54,7 +54,7 @@ public final class RuinRadial extends AbstractRuinStrategy {
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* @param jobDistance i.e. a measure to define the distance between two jobs and whether they are located close or distant to eachother
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* @param jobDistance i.e. a measure to define the distance between two jobs and whether they are located close or distant to eachother
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*/
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*/
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public RuinRadial(VehicleRoutingProblem vrp, double fraction2beRemoved, JobDistance jobDistance) {
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public RuinRadial(VehicleRoutingProblem vrp, double fraction2beRemoved, JobDistance jobDistance) {
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super();
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super(vrp);
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this.vrp = vrp;
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this.vrp = vrp;
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noJobsToMemorize = (int) Math.ceil(vrp.getJobs().values().size()*fraction2beRemoved);
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noJobsToMemorize = (int) Math.ceil(vrp.getJobs().values().size()*fraction2beRemoved);
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ruinShareFactory = new RuinShareFactory() {
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ruinShareFactory = new RuinShareFactory() {
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@ -72,7 +72,7 @@ public final class RuinRadial extends AbstractRuinStrategy {
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}
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}
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public RuinRadial(VehicleRoutingProblem vrp, int noJobs2beRemoved, JobDistance jobDistance) {
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public RuinRadial(VehicleRoutingProblem vrp, int noJobs2beRemoved, JobDistance jobDistance) {
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super();
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super(vrp);
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this.vrp = vrp;
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this.vrp = vrp;
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// this.fractionOfAllNodes2beRuined = fraction2beRemoved;
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// this.fractionOfAllNodes2beRuined = fraction2beRemoved;
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noJobsToMemorize = noJobs2beRemoved;
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noJobsToMemorize = noJobs2beRemoved;
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@ -91,7 +91,7 @@ public final class RuinRadial extends AbstractRuinStrategy {
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}
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}
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public RuinRadial(VehicleRoutingProblem vrp, int noJobs2beRemoved, JobNeighborhoods neighborhoods) {
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public RuinRadial(VehicleRoutingProblem vrp, int noJobs2beRemoved, JobNeighborhoods neighborhoods) {
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super();
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super(vrp);
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this.vrp = vrp;
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this.vrp = vrp;
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noJobsToMemorize = noJobs2beRemoved;
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noJobsToMemorize = noJobs2beRemoved;
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ruinShareFactory = new RuinShareFactory() {
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ruinShareFactory = new RuinShareFactory() {
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@ -141,8 +141,9 @@ public final class RuinRadial extends AbstractRuinStrategy {
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Iterator<Job> neighborhoodIterator = jobNeighborhoods.getNearestNeighborsIterator(nNeighbors, targetJob);
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Iterator<Job> neighborhoodIterator = jobNeighborhoods.getNearestNeighborsIterator(nNeighbors, targetJob);
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while(neighborhoodIterator.hasNext()){
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while(neighborhoodIterator.hasNext()){
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Job job = neighborhoodIterator.next();
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Job job = neighborhoodIterator.next();
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removeJob(job,vehicleRoutes);
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if(removeJob(job,vehicleRoutes)){
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unassignedJobs.add(job);
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unassignedJobs.add(job);
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}
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}
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}
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return unassignedJobs;
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return unassignedJobs;
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}
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}
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@ -48,7 +48,7 @@ public final class RuinRadialMultipleCenters extends AbstractRuinStrategy {
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private int noCenters = 1;
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private int noCenters = 1;
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public RuinRadialMultipleCenters(VehicleRoutingProblem vrp, int neighborhoodSize, JobDistance jobDistance) {
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public RuinRadialMultipleCenters(VehicleRoutingProblem vrp, int neighborhoodSize, JobDistance jobDistance) {
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super();
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super(vrp);
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this.vrp = vrp;
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this.vrp = vrp;
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noJobsToMemorize = neighborhoodSize;
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noJobsToMemorize = neighborhoodSize;
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ruinShareFactory = new RuinShareFactory() {
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ruinShareFactory = new RuinShareFactory() {
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@ -116,8 +116,9 @@ public final class RuinRadialMultipleCenters extends AbstractRuinStrategy {
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while(neighborhoodIterator.hasNext()){
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while(neighborhoodIterator.hasNext()){
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Job job = neighborhoodIterator.next();
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Job job = neighborhoodIterator.next();
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if(available!=null) available.remove(job);
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if(available!=null) available.remove(job);
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removeJob(job,vehicleRoutes);
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if(removeJob(job,vehicleRoutes)) {
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unassignedJobs.add(job);
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unassignedJobs.add(job);
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}
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}
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}
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return unassignedJobs;
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return unassignedJobs;
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}
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}
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@ -51,7 +51,7 @@ public final class RuinRandom extends AbstractRuinStrategy {
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* @param fraction which is the fraction of total c
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* @param fraction which is the fraction of total c
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*/
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*/
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public RuinRandom(VehicleRoutingProblem vrp, double fraction) {
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public RuinRandom(VehicleRoutingProblem vrp, double fraction) {
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super();
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super(vrp);
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this.vrp = vrp;
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this.vrp = vrp;
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this.fractionOfAllNodes2beRuined = fraction;
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this.fractionOfAllNodes2beRuined = fraction;
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setRuinShareFactory(new RuinShareFactory() {
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setRuinShareFactory(new RuinShareFactory() {
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@ -96,9 +96,10 @@ public final class RuinRandom extends AbstractRuinStrategy {
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for (int i = 0; i < nOfJobs2BeRemoved; i++) {
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for (int i = 0; i < nOfJobs2BeRemoved; i++) {
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if(availableJobs.isEmpty()) break;
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if(availableJobs.isEmpty()) break;
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Job job = pickRandomJob(availableJobs);
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Job job = pickRandomJob(availableJobs);
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unassignedJobs.add(job);
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if(removeJob(job,vehicleRoutes)) {
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availableJobs.remove(job);
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unassignedJobs.add(job);
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removeJob(job,vehicleRoutes);
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availableJobs.remove(job);
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}
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}
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}
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}
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}
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@ -56,7 +56,7 @@ public final class RuinWorst extends AbstractRuinStrategy {
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}
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}
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public RuinWorst(VehicleRoutingProblem vrp, final int initialNumberJobsToRemove) {
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public RuinWorst(VehicleRoutingProblem vrp, final int initialNumberJobsToRemove) {
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super();
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super(vrp);
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this.vrp = vrp;
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this.vrp = vrp;
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setRuinShareFactory(new RuinShareFactory() {
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setRuinShareFactory(new RuinShareFactory() {
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@Override
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@Override
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@ -95,9 +95,10 @@ public final class RuinWorst extends AbstractRuinStrategy {
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while(toRemove > 0){
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while(toRemove > 0){
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Job worst = getWorst(vehicleRoutes);
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Job worst = getWorst(vehicleRoutes);
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if(worst == null) break;
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if(worst == null) break;
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removeJob(worst,vehicleRoutes);
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if(removeJob(worst,vehicleRoutes)) {
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availableJobs.remove(worst);
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availableJobs.remove(worst);
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unassignedJobs.add(worst);
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unassignedJobs.add(worst);
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}
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toRemove--;
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toRemove--;
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}
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}
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}
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}
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@ -19,6 +19,7 @@ package jsprit.core.algorithm;
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import jsprit.core.algorithm.box.GreedySchrimpfFactory;
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import jsprit.core.algorithm.box.GreedySchrimpfFactory;
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import jsprit.core.algorithm.box.Jsprit;
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import jsprit.core.algorithm.box.SchrimpfFactory;
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import jsprit.core.algorithm.box.SchrimpfFactory;
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import jsprit.core.problem.AbstractActivity;
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import jsprit.core.problem.AbstractActivity;
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import jsprit.core.problem.Location;
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import jsprit.core.problem.Location;
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@ -209,11 +210,40 @@ public class InitialRoutesTest {
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Collection<VehicleRoutingProblemSolution> solutions = vra.searchSolutions();
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Collection<VehicleRoutingProblemSolution> solutions = vra.searchSolutions();
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VehicleRoutingProblemSolution solution = Solutions.bestOf(solutions);
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VehicleRoutingProblemSolution solution = Solutions.bestOf(solutions);
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assertTrue(hasActivityIn(solution.getRoutes().iterator().next(),"1"));
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SolutionPrinter.print(vrp,solution, SolutionPrinter.Print.VERBOSE);
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Job job = getInitialJob("1",vrp);
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assertTrue(hasActivityIn(solution,"veh1", job));
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}
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private Job getInitialJob(String jobId, VehicleRoutingProblem vrp) {
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for(VehicleRoute r : vrp.getInitialVehicleRoutes()){
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for(Job j : r.getTourActivities().getJobs()){
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if(j.getId().equals(jobId)) return j;
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}
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}
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return null;
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}
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}
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@Test
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@Test
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public void whenSolvingProblem2_deliverServices_and_allShipmentActs_shouldBeInRoute(){
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public void whenSolvingWithJsprit_deliverService1_shouldBeInRoute(){
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VehicleRoutingProblem.Builder vrpBuilder = VehicleRoutingProblem.Builder.newInstance();
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new VrpXMLReader(vrpBuilder).read("src/test/resources/simpleProblem_iniRoutes_3.xml");
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VehicleRoutingProblem vrp = vrpBuilder.build();
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VehicleRoutingAlgorithm vra = Jsprit.createAlgorithm(vrp);
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Collection<VehicleRoutingProblemSolution> solutions = vra.searchSolutions();
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VehicleRoutingProblemSolution solution = Solutions.bestOf(solutions);
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SolutionPrinter.print(vrp,solution, SolutionPrinter.Print.VERBOSE);
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Job job = getInitialJob("1",vrp);
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assertTrue(hasActivityIn(solution,"veh1", job));
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}
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@Test
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public void whenSolvingProblem2With_deliverServices_and_allShipmentActs_shouldBeInRoute(){
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VehicleRoutingProblem.Builder vrpBuilder = VehicleRoutingProblem.Builder.newInstance();
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VehicleRoutingProblem.Builder vrpBuilder = VehicleRoutingProblem.Builder.newInstance();
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new VrpXMLReader(vrpBuilder).read("src/test/resources/simpleProblem_inclShipments_iniRoutes.xml");
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new VrpXMLReader(vrpBuilder).read("src/test/resources/simpleProblem_inclShipments_iniRoutes.xml");
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@ -227,6 +257,29 @@ public class InitialRoutesTest {
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assertTrue(hasActivityIn(solution.getRoutes(),"2"));
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assertTrue(hasActivityIn(solution.getRoutes(),"2"));
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assertTrue(hasActivityIn(solution.getRoutes(),"3"));
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assertTrue(hasActivityIn(solution.getRoutes(),"3"));
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assertTrue(hasActivityIn(solution.getRoutes(),"4"));
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assertTrue(hasActivityIn(solution.getRoutes(),"4"));
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assertTrue(hasActivityIn(solution,"veh1", getInitialJob("1",vrp)));
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assertTrue(hasActivityIn(solution,"veh2", getInitialJob("3",vrp)));
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}
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@Test
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public void whenSolvingProblem2WithJsprit_deliverServices_and_allShipmentActs_shouldBeInRoute(){
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VehicleRoutingProblem.Builder vrpBuilder = VehicleRoutingProblem.Builder.newInstance();
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new VrpXMLReader(vrpBuilder).read("src/test/resources/simpleProblem_inclShipments_iniRoutes.xml");
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VehicleRoutingProblem vrp = vrpBuilder.build();
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VehicleRoutingAlgorithm vra = Jsprit.createAlgorithm(vrp);
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Collection<VehicleRoutingProblemSolution> solutions = vra.searchSolutions();
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VehicleRoutingProblemSolution solution = Solutions.bestOf(solutions);
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assertTrue(hasActivityIn(solution.getRoutes(),"1"));
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assertTrue(hasActivityIn(solution.getRoutes(),"2"));
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assertTrue(hasActivityIn(solution.getRoutes(),"3"));
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assertTrue(hasActivityIn(solution.getRoutes(),"4"));
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assertTrue(hasActivityIn(solution,"veh1", getInitialJob("1",vrp)));
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assertTrue(hasActivityIn(solution,"veh2", getInitialJob("3",vrp)));
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}
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}
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private boolean hasActivityIn(Collection<VehicleRoute> routes, String jobId) {
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private boolean hasActivityIn(Collection<VehicleRoute> routes, String jobId) {
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@ -241,6 +294,19 @@ public class InitialRoutesTest {
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return isInRoute;
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return isInRoute;
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}
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}
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private boolean hasActivityIn(VehicleRoutingProblemSolution solution, String vehicleId, Job job) {
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for(VehicleRoute route : solution.getRoutes()){
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String vehicleId_ = route.getVehicle().getId();
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if(vehicleId_.equals(vehicleId)){
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if(route.getTourActivities().servesJob(job)){
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return true;
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}
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}
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}
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return false;
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}
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private boolean hasActivityIn(VehicleRoute route, String jobId){
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private boolean hasActivityIn(VehicleRoute route, String jobId){
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boolean isInRoute = false;
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boolean isInRoute = false;
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for(TourActivity act : route.getActivities()){
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for(TourActivity act : route.getActivities()){
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79
jsprit-core/src/test/resources/simpleProblem_iniRoutes_3.xml
Normal file
79
jsprit-core/src/test/resources/simpleProblem_iniRoutes_3.xml
Normal file
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@ -0,0 +1,79 @@
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<?xml version="1.0" encoding="UTF-8"?>
|
||||||
|
<problem xmlns="http://www.w3schools.com"
|
||||||
|
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3schools.com vrp_xml_schema.xsd">
|
||||||
|
<problemType>
|
||||||
|
<fleetSize>FINITE</fleetSize>
|
||||||
|
<fleetComposition>HOMOGENEOUS</fleetComposition>
|
||||||
|
</problemType>
|
||||||
|
<vehicles>
|
||||||
|
<vehicle>
|
||||||
|
<id>veh1</id>
|
||||||
|
<typeId>type1</typeId>
|
||||||
|
<startLocation>
|
||||||
|
<id>[x=5000.0][y=5000.0]</id>
|
||||||
|
<coord x="5000.0" y="5000.0"/>
|
||||||
|
</startLocation>
|
||||||
|
<timeSchedule>
|
||||||
|
<start>0.0</start>
|
||||||
|
<end>46800.0</end>
|
||||||
|
</timeSchedule>
|
||||||
|
<returnToDepot>true</returnToDepot>
|
||||||
|
</vehicle>
|
||||||
|
<vehicle>
|
||||||
|
<id>veh2</id>
|
||||||
|
<typeId>type1</typeId>
|
||||||
|
<startLocation>
|
||||||
|
<id>[x=0.0][y=0.0]</id>
|
||||||
|
<coord x="0.0" y="0.0"/>
|
||||||
|
</startLocation>
|
||||||
|
<timeSchedule>
|
||||||
|
<start>0.0</start>
|
||||||
|
<end>64800.0</end>
|
||||||
|
</timeSchedule>
|
||||||
|
<returnToDepot>true</returnToDepot>
|
||||||
|
</vehicle>
|
||||||
|
</vehicles>
|
||||||
|
<vehicleTypes>
|
||||||
|
<type>
|
||||||
|
<id>type1</id>
|
||||||
|
<capacity-dimensions>
|
||||||
|
<dimension index="0">0</dimension>
|
||||||
|
</capacity-dimensions>
|
||||||
|
<costs>
|
||||||
|
<fixed>0.0</fixed>
|
||||||
|
<distance>1.0</distance>
|
||||||
|
<time>0.0</time>
|
||||||
|
</costs>
|
||||||
|
</type>
|
||||||
|
</vehicleTypes>
|
||||||
|
<services>
|
||||||
|
<service id="2" type="service">
|
||||||
|
<locationId>loc_s2</locationId>
|
||||||
|
<coord x="1000.0" y="0.0"/>
|
||||||
|
<capacity-dimensions>
|
||||||
|
<dimension index="0">0</dimension>
|
||||||
|
</capacity-dimensions>
|
||||||
|
<duration>0.0</duration>
|
||||||
|
</service>
|
||||||
|
<service id="1" type="service">
|
||||||
|
<locationId>loc_s3</locationId>
|
||||||
|
<coord x="1000.0" y="1000.0"/>
|
||||||
|
<capacity-dimensions>
|
||||||
|
<dimension index="0">0</dimension>
|
||||||
|
</capacity-dimensions>
|
||||||
|
<duration>0.0</duration>
|
||||||
|
</service>
|
||||||
|
</services>
|
||||||
|
<initialRoutes>
|
||||||
|
<route>
|
||||||
|
<driverId>noDriver</driverId>
|
||||||
|
<vehicleId>veh1</vehicleId>
|
||||||
|
<start>0.</start>
|
||||||
|
<act type="deliverService">
|
||||||
|
<serviceId>1</serviceId>
|
||||||
|
</act>
|
||||||
|
<end/>
|
||||||
|
</route>
|
||||||
|
|
||||||
|
</initialRoutes>
|
||||||
|
</problem>
|
||||||
|
|
@ -14,7 +14,7 @@
|
||||||
<strategy>
|
<strategy>
|
||||||
<memory>1</memory>
|
<memory>1</memory>
|
||||||
<searchStrategies>
|
<searchStrategies>
|
||||||
<searchStrategy name="radialRuinAndRecreate">
|
<searchStrategy name="random_best">
|
||||||
<selector name="selectBest"/>
|
<selector name="selectBest"/>
|
||||||
<acceptor name="acceptNewRemoveWorst"/>
|
<acceptor name="acceptNewRemoveWorst"/>
|
||||||
|
|
||||||
|
|
@ -30,7 +30,7 @@
|
||||||
<probability>0.2</probability>
|
<probability>0.2</probability>
|
||||||
</searchStrategy>
|
</searchStrategy>
|
||||||
|
|
||||||
<searchStrategy name="radialRuinAndRecreate">
|
<searchStrategy name="radial_best">
|
||||||
<selector name="selectBest"/>
|
<selector name="selectBest"/>
|
||||||
<acceptor name="acceptNewRemoveWorst"/>
|
<acceptor name="acceptNewRemoveWorst"/>
|
||||||
|
|
||||||
|
|
@ -46,7 +46,7 @@
|
||||||
<probability>0.2</probability>
|
<probability>0.2</probability>
|
||||||
</searchStrategy>
|
</searchStrategy>
|
||||||
|
|
||||||
<searchStrategy name="radialRuinAndRecreate">
|
<searchStrategy name="small_radial_best">
|
||||||
<selector name="selectBest"/>
|
<selector name="selectBest"/>
|
||||||
<acceptor name="acceptNewRemoveWorst"/>
|
<acceptor name="acceptNewRemoveWorst"/>
|
||||||
<modules>
|
<modules>
|
||||||
|
|
|
||||||
|
|
@ -76,6 +76,9 @@ public class MultipleDepotWithInitialRoutesExample {
|
||||||
/*
|
/*
|
||||||
* solve the problem
|
* solve the problem
|
||||||
*/
|
*/
|
||||||
|
// VehicleRoutingAlgorithm vra = Jsprit.Builder.newInstance(vrp)
|
||||||
|
// .setProperty(Jsprit.Parameter.ITERATIONS,"10000").buildAlgorithm();
|
||||||
|
|
||||||
VehicleRoutingAlgorithm vra = VehicleRoutingAlgorithms.readAndCreateAlgorithm(vrp, "input/algorithmConfig_noVehicleSwitch.xml");
|
VehicleRoutingAlgorithm vra = VehicleRoutingAlgorithms.readAndCreateAlgorithm(vrp, "input/algorithmConfig_noVehicleSwitch.xml");
|
||||||
Collection<VehicleRoutingProblemSolution> solutions = vra.searchSolutions();
|
Collection<VehicleRoutingProblemSolution> solutions = vra.searchSolutions();
|
||||||
|
|
||||||
|
|
|
||||||
Loading…
Add table
Add a link
Reference in a new issue