/*
* Encog(tm) Java Examples v3.4
* http://www.heatonresearch.com/encog/
* https://github.com/encog/encog-java-examples
*
* Copyright 2008-2016 Heaton Research, Inc.
*
* 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.
*
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* and trademarks visit:
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*/
package org.encog.examples.ml.tsp.genetic;
import org.encog.examples.ml.tsp.City;
import org.encog.ml.CalculateScore;
import org.encog.ml.MLMethod;
import org.encog.ml.genetic.genome.IntegerArrayGenome;
public class TSPScore implements CalculateScore {
private City[] cities;
public TSPScore(City[] cities)
{
this.cities = cities;
}
@Override
public double calculateScore(MLMethod phenotype) {
double result = 0.0;
IntegerArrayGenome genome = (IntegerArrayGenome) phenotype;
int[] path = ((IntegerArrayGenome)genome).getData();
for (int i = 0; i < cities.length - 1; i++) {
City city1 = cities[path[i]];
City city2 = cities[path[i+1]];
final double dist = city1.proximity(city2);
result += dist;
}
return result;
}
public boolean shouldMinimize() {
return true;
}
@Override
public boolean requireSingleThreaded() {
return false;
}
}