Example #1
0
        public void WhenCrossoverIsPerformed_RandomCrossover_50pcChance_ShouldBeApprox50pcCrossoverBetweenParents()
        {
            ConfigurationProvider.Crossover.ChanceOfRandomGeneCrossover = .5d;

            Population <bool> population = new Population <bool> ();

            int genomeLength = 100000;

            population.Initialise(2, genomeLength);

            population [0].Code.For((item, i) => population [0] [i] = false);
            population [1].Code.For((item, i) => population [1] [i] = true);

            double acceptableMin = (double)genomeLength * ((double)4.5d / 10);
            double acceptableMax = (double)genomeLength * ((double)5.5d / 10);

            int crossoverCount = 0;

            Crossover crossover = CrossoverProvider.GetCrossover(Crossover.CrossoverType.Random);

            var child = crossover.PerformCrossover(population [0], population [1]);

            child.Code.ForEach(b => crossoverCount += b ? 1 : 0);

            Assert.LessOrEqual(crossoverCount, acceptableMax);
            Assert.GreaterOrEqual(crossoverCount, acceptableMin);
        }