import java.util.ArrayList; public class Individual implements Comparable { private ArrayList segments; private double overallDeviation; private double edgeValue; private int rank; private double crowdingDistance; public Individual(ArrayList segments, ArrayList> nodes){ this.segments = segments; this.overallDeviation = 0.1 * sumOverallDeviation(segments); this.edgeValue = (-1) * sumEdgeValue(segments, nodes); this.rank = 0; this.crowdingDistance = 0; } double sumOverallDeviation(ArrayList segments){ double totalFitness = 0; for (Segment segment : segments) { totalFitness += overallDeviation(segment); } return totalFitness; } double sumEdgeValue(ArrayList segments, ArrayList> nodes){ double totalFitness = 0; for(Segment segment : segments) { totalFitness -= edgeValue(segment, nodes); //Trying to minimize this value, therefore it is the minus value. TODO: Test if we are correct. } return totalFitness; } /* We want to minimize this */ private double overallDeviation(Segment segment){ double fitness = 0; for (Node node : segment.getNodes()) { fitness += Helpers.rgbDistance(node.getColor(), segment.getNodes().get(0).getColor()); } //segment.setOverallDeviation(fitness); return fitness; } /* We want to maximize this */ private double edgeValue(Segment segment, ArrayList> nodes) { double fitness = 0; for (Node node : segment.getNodes()) { for (Node neighbour : Helpers.getNodeNeighbours(node, nodes)) { if (node.getSegment() == neighbour.getSegment()) { continue; } node.setEdge(true); //node.setColor(Color.BLACK); fitness += Helpers.rgbDistance(node.getColor(), neighbour.getColor()); } } return fitness; } public double getEdgeValue() { return edgeValue; } public double getOverallDeviation() { return overallDeviation; } public int compareTo(Individual o) { return this.getRank() - o.getRank(); } public int getRank() { return rank; } public void setRank(int rank) { this.rank = rank; } public double getCrowdingDistance() { return crowdingDistance; } public void setCrowdingDistance(double crowdingDistance) { this.crowdingDistance = crowdingDistance; } public ArrayList getSegments() { return segments; } public void setSegments(ArrayList segments) { this.segments = segments; } }