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Diffstat (limited to 'watchmaker/examples/src/java/main/org/uncommons/watchmaker/examples/travellingsalesman/RouteEvaluator.java')
-rw-r--r-- | watchmaker/examples/src/java/main/org/uncommons/watchmaker/examples/travellingsalesman/RouteEvaluator.java | 74 |
1 files changed, 74 insertions, 0 deletions
diff --git a/watchmaker/examples/src/java/main/org/uncommons/watchmaker/examples/travellingsalesman/RouteEvaluator.java b/watchmaker/examples/src/java/main/org/uncommons/watchmaker/examples/travellingsalesman/RouteEvaluator.java new file mode 100644 index 0000000..144d593 --- /dev/null +++ b/watchmaker/examples/src/java/main/org/uncommons/watchmaker/examples/travellingsalesman/RouteEvaluator.java @@ -0,0 +1,74 @@ +//============================================================================= +// Copyright 2006-2010 Daniel W. Dyer +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +//============================================================================= +package org.uncommons.watchmaker.examples.travellingsalesman; + +import java.util.List; +import org.uncommons.watchmaker.framework.FitnessEvaluator; + +/** + * Fitness evalator that measures the total distance of a route in the travelling salesman + * problem. The fitness score of a route is the total distance (in km). A route + * is represented as a list of cities in the order that they will be visited. + * The last leg of the journey is from the last city in the list back to the + * first. + * @author Daniel Dyer + */ +public class RouteEvaluator implements FitnessEvaluator<List<String>> +{ + private final DistanceLookup distances; + + + /** + * @param distances Provides distances between a set of cities. + */ + public RouteEvaluator(DistanceLookup distances) + { + this.distances = distances; + } + + + /** + * Calculates the length of an evolved route. + * @param candidate The route to evaluate. + * @param population {@inheritDoc} + * @return The total distance (in kilometres) of a journey that visits + * each city in order and returns to the starting point. + */ + public double getFitness(List<String> candidate, + List<? extends List<String>> population) + { + int totalDistance = 0; + int cityCount = candidate.size(); + for (int i = 0; i < cityCount; i++) + { + int nextIndex = i < cityCount - 1 ? i + 1 : 0; + totalDistance += distances.getDistance(candidate.get(i), + candidate.get(nextIndex)); + } + return totalDistance; + } + + + /** + * {@inheritDoc} + * Returns false since shorter distances represent fitter candidates. + * @return false + */ + public boolean isNatural() + { + return false; + } +} |