CODEWITHSUNDEEP
javagenetic-algorithmcrossover
Student
Student

Reputation: 463

Two point crossover in Java

I have implemented a one point crossover as follows;

public void onePointCrossover(Individual indi) {
    if (SGA.rand.nextDouble() < pc) {

        int xoverpoint = SGA.rand.nextInt(length);


        int tmp;
        for (int i=xoverpoint; i<length; i++){
            tmp = chromosome[i];
            chromosome[i] = indi.chromosome[i];
            indi.chromosome[i] = tmp;
        }   
    }   
}

One point crossover - crossover point is selected, binary string from beginning of chromosome to the crossover point is copied from one parent, the rest is copied from the second parent.

Parent 1 = chromosome and Parent 2 = indi.

I am turning the parents into children inplace.

I now need to also do a two point crossover but having some trouble, this is what I have so far but I believe the bottom half of the code is doing the same thing as a one point crossover rather than swapping the middle sections.

       public void twoPointCrossover(Individual indi) {
        if (SGA.rand.nextDouble() < pc) {

            int xoverpoint = SGA.rand.nextInt(length);
            int xoverpoint2 = SGA.rand.nextInt(length);



            int tmp;

            if (xoverpoint > xoverpoint2){
                tmp = xoverpoint;
                xoverpoint = xoverpoint2;
                xoverpoint2 = tmp;
            }

            for (int i=xoverpoint; i<xoverpoint2; i++){
                tmp = chromosome[i];
                chromosome[i] = indi.chromosome[i];
                indi.chromosome[i] = tmp;
            }   
        }   
    }
}

This does not seem right and any help will be appreciated so much! Thanks!

Upvotes: 0

Views: 3225

Answers (2)

old_dd
old_dd

Reputation: 175

I'm working on the same problem now. Here is my solution:

// Two-Point Crossover function
public Genome twoPtCrossover(Genome partner) {
    Genome child = new Genome(partner.genome.length);

    int crosspoint1 = xd.nextInt(genome.length);
    int crosspoint2 = xd.nextInt(genome.length);

    // Ensure crosspoints are different...
    if (crosspoint1 == crosspoint2){
        if(crosspoint1 == 0){
            crosspoint2++;
        } else {
            crosspoint1--;
        }
    }
    // .. and crosspoint1 is lower than crosspoint2
    if (crosspoint2 < crosspoint1) {
        int temp = crosspoint1;
        crosspoint1 = crosspoint2;
        crosspoint2 = temp;
    }

    for (int i = 0; i < genome.length; i++) {
        if (i < crosspoint1 || i > crosspoint2)
            child.genome[i] = genome[i];
        else
            child.genome[i] = partner.genome[i];
    }
    return child;
}

Upvotes: 0

Alexander Pavlov
Alexander Pavlov

Reputation: 32286

You should check for i < (or <=) xoverpoint2 rather than i<length in the loop.

Upvotes: 1

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