using JGAp (genetic algorithm library) and the duplicated chromosomes

问题

I used the JGAp java genetic algorithm library. and when I evaluated the chromosomes , I had duplication of chromosomes in the population sample run :

evaluation 0
A B C
A D F
S F W
evaluation 1:
A B C
A D F
A D F
evaluation 2:
A D F
A D F
A D F

and the configurations I have used are:

conf.setKeepPopulationSizeConstant(true);
 conf.setRandomGenerator(new StockRandomGenerator());
conf.verifyStateIsValid();

is there any configuration that I can used in order to get unique chromosomes?

回答1:

You can make sure only to use NaturalSelectors that does not allow duplicates. Example code:

conf.getNaturalSelectors(false).clear();
BestChromosomesSelector bcs = new BestChromosomesSelector(conf, 1.0d);
bcs.setDoubletteChromosomesAllowed(false);
conf.addNaturalSelector(bcs, false);

Please note that only using SwappingMutationOperator will probably starve the ingenuity of the population. A test modifying the MinimizingMakeChange example from JGAP, but using only the SwappingMutationOperator, shows that the population quickly stops producing individuals that have not been seen before.

来源：https://stackoverflow.com/questions/10473397/using-jgap-genetic-algorithm-library-and-the-duplicated-chromosomes