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package mmdp;
import mmdp.instance.MMDPInstance;
import mmdp.instance.MMDPInstancesManager;
import mmdp.algorithm.MMDPRandomConstructive;
import java.io.IOException;
import jmh.algorithm.MultiStartSearch;
import jmh.algorithm.MultiStartSearch.MSConfig;
import jmh.algorithm.Objective;
import jmh.algorithm.Solution;
import jmh.experiment.ExperimentManager;
import jmh.instance.FormatException;
/**
* Runs the MaxMin Diversity experiment: for every {@code GKD-Ia} instance it
* compares the four multi-start configurations and reports the results. MMDP is
* a maximization problem — the only difference from the CPH/CWP runners is
* the {@link Objective}.
*/
public class MMDPExperiment {
private static final long TIMEOUT_MILLIS = 10 * 1000;
public static void main(String[] args) throws IOException, FormatException {
var instancesManager = new MMDPInstancesManager();
var instances = instancesManager.getInstancesByType("GKD-Ia");
var manager = new ExperimentManager(Objective.MAXIMIZE);
for (var instanceFile : instances) {
MMDPInstance instance = instanceFile.loadInstance();
Solution solution;
solution = search(instance, MSConfig.RANDOM);
manager.addSolution(instance, "Random", solution);
solution = search(instance, MSConfig.FIRST_IMPROVEMENT_RANDOM);
manager.addSolution(instance, "First Improvement Random", solution);
solution = search(instance, MSConfig.FIRST_IMPROVEMENT_LEXICOGRAPHICAL);
manager.addSolution(instance, "First Improvement Lexicographical", solution);
solution = search(instance, MSConfig.BEST_IMPROVEMENT);
manager.addSolution(instance, "Best Improvement", solution);
}
manager.experimentFinished();
}
private static Solution search(MMDPInstance instance, MSConfig config) {
return new MultiStartSearch(new MMDPRandomConstructive(instance), config, Objective.MAXIMIZE)
.calculateSolution(TIMEOUT_MILLIS);
}
}