public static void main(String[] args) {
Random rng = new MersenneTwisterRNG();
List<EvolutionaryOperator<Genome>> operators = new ArrayList<EvolutionaryOperator<Genome>>(2);
operators.add(new GenomeCrossover(6));
operators.add(new GenomeMutation()); // @CHETNA - TO EDIT
EvolutionaryOperator<Genome> pipeline = new EvolutionPipeline<Genome>(operators);
// SelectionStrategy <Object> selectionStrategy = new SigmaScaling(new
// RouletteWheelSelection());
SelectionStrategy<Object> selectionStrategy = new StochasticUniversalSampling();
// SelectionStrategy <Object> selectionStrategy = new TournamentSelection();
GenerationalEvolutionEngine<Genome> engine =
new GenerationalEvolutionEngine<Genome>(
new GenomeFactory(), pipeline, new GenomeFitnessEval(), selectionStrategy, rng);
engine.addEvolutionObserver(new EvolutionLogger());
engine.setSingleThreaded(true);
Genome winner =
engine.evolve(
populationSize,
eliteCount,
new ElapsedTime(7200000),
new GenerationCount(20),
new Stagnation(3000, true));
System.out.println("\n\nWINNER");
winner.printParams();
List<TerminationCondition> termConds = engine.getSatisfiedTerminationConditions();
printTermConds(termConds);
}
