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add VehicleRoutingTransportCostMatrix to easily consider time and

distance matrices, and add an example that illustrates the matrix
This commit is contained in:
oblonski 2013-07-16 21:03:07 +02:00
parent 13a9122df1
commit 8950d49e5a
6 changed files with 370 additions and 9 deletions

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@ -0,0 +1,192 @@
package util;
import java.util.HashMap;
import java.util.Map;
import org.apache.log4j.Logger;
import basics.costs.VehicleRoutingTransportCosts;
import basics.route.Driver;
import basics.route.Vehicle;
import basics.route.VehicleTypeImpl.VehicleCostParams;
public class VehicleRoutingTransportCostsMatrix implements VehicleRoutingTransportCosts {
static class RelationKey {
static RelationKey newKey(String from, String to){
int fromInt = Integer.parseInt(from);
int toInt = Integer.parseInt(to);
if(fromInt < toInt){
return new RelationKey(from, to);
}
else {
return new RelationKey(to, from);
}
}
final String from;
final String to;
public RelationKey(String from, String to) {
super();
this.from = from;
this.to = to;
}
/* (non-Javadoc)
* @see java.lang.Object#hashCode()
*/
@Override
public int hashCode() {
final int prime = 31;
int result = 1;
result = prime * result + ((from == null) ? 0 : from.hashCode());
result = prime * result + ((to == null) ? 0 : to.hashCode());
return result;
}
/* (non-Javadoc)
* @see java.lang.Object#equals(java.lang.Object)
*/
@Override
public boolean equals(Object obj) {
if (this == obj)
return true;
if (obj == null)
return false;
if (getClass() != obj.getClass())
return false;
RelationKey other = (RelationKey) obj;
if (from == null) {
if (other.from != null)
return false;
} else if (!from.equals(other.from))
return false;
if (to == null) {
if (other.to != null)
return false;
} else if (!to.equals(other.to))
return false;
return true;
}
}
public static class Builder {
private static Logger log = Logger.getLogger(Builder.class);
private boolean isSymmetric;
private Map<RelationKey,Double> distances = new HashMap<RelationKey, Double>();
private Map<RelationKey,Double> times = new HashMap<RelationKey, Double>();
public static Builder newInstance(boolean isSymmetric){
return new Builder(isSymmetric);
}
private Builder(boolean isSymmetric){
this.isSymmetric = isSymmetric;
}
public Builder addTransportDistance(String from, String to, double distance){
RelationKey key = RelationKey.newKey(from, to);
if(distances.containsKey(key)){
log.warn("distance from " + from + " to " + to + " already exists. This overrides distance.");
}
distances.put(key, distance);
return this;
}
public Builder addTransportTime(String from, String to, double time){
RelationKey key = RelationKey.newKey(from, to);
if(times.containsKey(key)){
log.warn("transport-time from " + from + " to " + to + " already exists. This overrides distance.");
}
times.put(key, time);
return this;
}
public VehicleRoutingTransportCostsMatrix build(){
return new VehicleRoutingTransportCostsMatrix(this);
}
}
private Map<RelationKey,Double> distances = new HashMap<RelationKey, Double>();
private Map<RelationKey,Double> times = new HashMap<RelationKey, Double>();
private boolean isSymmetric;
private VehicleRoutingTransportCostsMatrix(Builder builder){
this.isSymmetric = builder.isSymmetric;
distances.putAll(builder.distances);
times.putAll(builder.times);
}
@Override
public double getTransportTime(String fromId, String toId, double departureTime, Driver driver, Vehicle vehicle) {
return getTime(fromId, toId);
}
private double getTime(String fromId, String toId) {
if(fromId.equals(toId)) return 0.0;
RelationKey key = RelationKey.newKey(fromId, toId);
if(!isSymmetric){
if(times.containsKey(key)) return times.get(key);
else throw new IllegalStateException("time value for relation from " + fromId + " to " + toId + " does not exist");
}
else{
Double time = times.get(key);
if(time == null){
time = times.get(RelationKey.newKey(toId, fromId));
}
if(time != null) return time;
else throw new IllegalStateException("time value for relation from " + fromId + " to " + toId + " does not exist");
}
}
private double getDistance(String fromId, String toId) {
if(fromId.equals(toId)) return 0.0;
RelationKey key = RelationKey.newKey(fromId, toId);
if(!isSymmetric){
if(distances.containsKey(key)) return distances.get(key);
else throw new IllegalStateException("distance value for relation from " + fromId + " to " + toId + " does not exist");
}
else{
Double time = distances.get(key);
if(time == null){
time = distances.get(RelationKey.newKey(toId, fromId));
}
if(time != null) return time;
else throw new IllegalStateException("distance value for relation from " + fromId + " to " + toId + " does not exist");
}
}
@Override
public double getBackwardTransportTime(String fromId, String toId, double arrivalTime, Driver driver, Vehicle vehicle) {
return getTransportTime(fromId, toId, arrivalTime, driver, vehicle);
}
@Override
public double getTransportCost(String fromId, String toId, double departureTime, Driver driver, Vehicle vehicle) {
if(vehicle == null) return getDistance(fromId, toId);
VehicleCostParams costParams = vehicle.getType().getVehicleCostParams();
return costParams.perDistanceUnit*getDistance(fromId, toId) + costParams.perTimeUnit*getTime(fromId, toId);
}
@Override
public double getBackwardTransportCost(String fromId, String toId, double arrivalTime, Driver driver, Vehicle vehicle) {
return getTransportCost(fromId, toId, arrivalTime, driver, vehicle);
}
}

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@ -0,0 +1,74 @@
<?xml version="1.0" encoding="UTF-8"?>
<!--
Copyright (C) 2013 Stefan Schroeder
This program 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 2
of the License, or (at your option) any later version.
This program 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 this program; if not, write to the Free Software
Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
Contributors:
Stefan Schroeder - initial API and implementation
-->
<algorithm xmlns="http://www.w3schools.com"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.w3schools.com algorithm_schema.xsd">
<iterations>2000</iterations>
<prematureBreak basedOn="variationCoefficient">
<threshold>0.01</threshold>
<iterations>50</iterations>
</prematureBreak>
<construction>
<insertion name="bestInsertion"/>
</construction>
<strategy>
<memory>1</memory>
<searchStrategies>
<searchStrategy name="radialRuinAndRecreate">
<selector name="selectBest"/>
<acceptor name="acceptNewRemoveWorst"/>
<modules>
<module name="ruin_and_recreate">
<ruin name="randomRuin">
<share>0.3</share>
</ruin>
<insertion name="bestInsertion"/>
</module>
</modules>
<probability>0.5</probability>
</searchStrategy>
<searchStrategy name="radialRuinAndRecreate">
<selector name="selectBest"/>
<acceptor name="acceptNewRemoveWorst"/>
<modules>
<module name="ruin_and_recreate">
<ruin name="radialRuin">
<share>0.15</share>
</ruin>
<insertion name="bestInsertion"/>
</module>
</modules>
<probability>0.5</probability>
</searchStrategy>
</searchStrategies>
</strategy>
</algorithm>

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@ -0,0 +1,93 @@
package examples;
import java.util.Collection;
import util.Solutions;
import util.VehicleRoutingTransportCostsMatrix;
import algorithms.GreedySchrimpfFactory;
import algorithms.VehicleRoutingAlgorithms;
import analysis.SolutionPlotter;
import analysis.SolutionPrinter;
import analysis.SolutionPrinter.Print;
import basics.Service;
import basics.VehicleRoutingAlgorithm;
import basics.VehicleRoutingProblem;
import basics.VehicleRoutingProblem.FleetSize;
import basics.VehicleRoutingProblemSolution;
import basics.costs.VehicleRoutingTransportCosts;
import basics.route.Vehicle;
import basics.route.VehicleImpl;
import basics.route.VehicleType;
import basics.route.VehicleTypeImpl;
/**
* Illustrates how you can use jsprit with an already compiled distance and time matrix.
*
* @author schroeder
*
*/
public class CostMatrixExample {
/**
* @param args
*/
public static void main(String[] args) {
VehicleType type = VehicleTypeImpl.Builder.newInstance("type", 2).setCostPerDistance(1).setCostPerTime(2).build();
Vehicle vehicle = VehicleImpl.Builder.newInstance("vehicle").setLocationId("0").setType(type).build();
Service s1 = Service.Builder.newInstance("1", 1).setLocationId("1").build();
Service s2 = Service.Builder.newInstance("2", 1).setLocationId("2").build();
Service s3 = Service.Builder.newInstance("3", 1).setLocationId("3").build();
/*
* Assume the following symmetric distance-matrix
* from,to,distance
* 0,1,10.0
* 0,2,20.0
* 0,3,5.0
* 1,2,4.0
* 1,3,1.0
* 2,3,2.0
*
* and this time-matrix
* 0,1,5.0
* 0,2,10.0
* 0,3,2.5
* 1,2,2.0
* 1,3,0.5
* 2,3,1.0
*/
//define a matrix-builder building a symmetric matrix
VehicleRoutingTransportCostsMatrix.Builder costMatrixBuilder = VehicleRoutingTransportCostsMatrix.Builder.newInstance(true);
costMatrixBuilder.addTransportDistance("0", "1", 10.0);
costMatrixBuilder.addTransportDistance("0", "2", 20.0);
costMatrixBuilder.addTransportDistance("0", "3", 5.0);
costMatrixBuilder.addTransportDistance("1", "2", 4.0);
costMatrixBuilder.addTransportDistance("1", "3", 1.0);
costMatrixBuilder.addTransportDistance("2", "3", 2.0);
costMatrixBuilder.addTransportTime("0", "1", 10.0);
costMatrixBuilder.addTransportTime("0", "2", 20.0);
costMatrixBuilder.addTransportTime("0", "3", 5.0);
costMatrixBuilder.addTransportTime("1", "2", 4.0);
costMatrixBuilder.addTransportTime("1", "3", 1.0);
costMatrixBuilder.addTransportTime("2", "3", 2.0);
VehicleRoutingTransportCosts costMatrix = costMatrixBuilder.build();
VehicleRoutingProblem vrp = VehicleRoutingProblem.Builder.newInstance().setFleetSize(FleetSize.INFINITE).setRoutingCost(costMatrix)
.addVehicle(vehicle).addService(s1).addService(s2).addService(s3).build();
VehicleRoutingAlgorithm vra = VehicleRoutingAlgorithms.readAndCreateAlgorithm(vrp, "input/fastAlgo.xml");
Collection<VehicleRoutingProblemSolution> solutions = vra.searchSolutions();
SolutionPrinter.print(Solutions.getBest(solutions), Print.VERBOSE);
SolutionPlotter.plotSolutionAsPNG(vrp, Solutions.getBest(solutions), "output/yo.png", "po");
}
}

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@ -30,6 +30,8 @@ import java.util.HashMap;
import java.util.Map; import java.util.Map;
import util.Solutions; import util.Solutions;
import util.VehicleRoutingTransportCostsMatrix;
import util.VehicleRoutingTransportCostsMatrix.Builder;
import algorithms.GreedySchrimpfFactory; import algorithms.GreedySchrimpfFactory;
import analysis.SolutionPrinter; import analysis.SolutionPrinter;
import analysis.SolutionPrinter.Print; import analysis.SolutionPrinter.Print;
@ -179,13 +181,12 @@ public class RefuseCollectionExample {
readDemandQuantities(vrpBuilder); readDemandQuantities(vrpBuilder);
/* /*
* read distances * create cost-matrix
*/ */
Map<RelationKey,Integer> distances = new HashMap<RelationKey, Integer>(); VehicleRoutingTransportCostsMatrix.Builder matrixBuilder = VehicleRoutingTransportCostsMatrix.Builder.newInstance(true);
readDistances(distances); readDistances(matrixBuilder);
VehicleRoutingTransportCosts routingCosts = new RoutingCosts(distances); vrpBuilder.setRoutingCost(matrixBuilder.build());
vrpBuilder.setRoutingCost(routingCosts);
VehicleRoutingProblem vrp = vrpBuilder.build(); VehicleRoutingProblem vrp = vrpBuilder.build();
@ -199,6 +200,7 @@ public class RefuseCollectionExample {
} }
private static void readDemandQuantities(VehicleRoutingProblem.Builder vrpBuilder) throws FileNotFoundException, IOException { private static void readDemandQuantities(VehicleRoutingProblem.Builder vrpBuilder) throws FileNotFoundException, IOException {
BufferedReader reader = new BufferedReader(new FileReader(new File("input/RefuseCollectionExample_Quantities"))); BufferedReader reader = new BufferedReader(new FileReader(new File("input/RefuseCollectionExample_Quantities")));
String line = null; String line = null;
@ -221,7 +223,8 @@ public class RefuseCollectionExample {
reader.close(); reader.close();
} }
private static void readDistances(Map<RelationKey, Integer> distances) throws IOException {
private static void readDistances(Builder matrixBuilder) throws IOException {
BufferedReader reader = new BufferedReader(new FileReader(new File("input/RefuseCollectionExample_Distances"))); BufferedReader reader = new BufferedReader(new FileReader(new File("input/RefuseCollectionExample_Distances")));
String line = null; String line = null;
boolean firstLine = true; boolean firstLine = true;
@ -231,8 +234,7 @@ public class RefuseCollectionExample {
continue; continue;
} }
String[] lineTokens = line.split(","); String[] lineTokens = line.split(",");
RelationKey key = RelationKey.newKey(lineTokens[0],lineTokens[1]); matrixBuilder.addTransportDistance(lineTokens[0],lineTokens[1], Integer.parseInt(lineTokens[2]));
distances.put(key, Integer.parseInt(lineTokens[2]));
} }
reader.close(); reader.close();