public void CyclicCrossoverApplyTest() { TestRandom random = new TestRandom(); Permutation parent1, parent2, expected, actual; // The following test is based on an example from Larranaga, P. et al. 1999. Genetic Algorithms for the Travelling Salesman Problem: A Review of Representations and Operators. Artificial Intelligence Review, 13 random.Reset(); random.DoubleNumbers = new double[] { 0.9 }; parent1 = new Permutation(PermutationTypes.RelativeUndirected, new int[] { 0, 1, 2, 3, 4, 5, 6, 7 }); Assert.IsTrue(parent1.Validate()); parent2 = new Permutation(PermutationTypes.RelativeUndirected, new int[] { 1, 3, 5, 7, 6, 4, 2, 0 }); Assert.IsTrue(parent2.Validate()); expected = new Permutation(PermutationTypes.RelativeUndirected, new int[] { 0, 1, 5, 3, 6, 4, 2, 7 }); Assert.IsTrue(expected.Validate()); actual = CyclicCrossover.Apply(random, parent1, parent2); Assert.IsTrue(actual.Validate()); Assert.IsTrue(Auxiliary.PermutationIsEqualByPosition(expected, actual)); // perform a test when the two permutations are of unequal length random.Reset(); bool exceptionFired = false; try { CyclicCrossover.Apply(random, new Permutation(PermutationTypes.RelativeUndirected, 8), new Permutation(PermutationTypes.RelativeUndirected, 6)); } catch (System.ArgumentException) { exceptionFired = true; } Assert.IsTrue(exceptionFired); }
public void CyclicCrossover2ApplyTest() { TestRandom random = new TestRandom(); Permutation parent1, parent2, expected, actual; // The following test is based on an example from Affenzeller, M. et al. 2009. Genetic Algorithms and Genetic Programming - Modern Concepts and Practical Applications. CRC Press. pp. 134. random.Reset(); random.IntNumbers = new int[] { 0 }; parent1 = new Permutation(PermutationTypes.RelativeUndirected, new int[] { 0, 1, 2, 3, 4, 5, 6, 7, 8, 9 }); Assert.IsTrue(parent1.Validate()); parent2 = new Permutation(PermutationTypes.RelativeUndirected, new int[] { 2, 5, 6, 0, 7, 1, 3, 8, 4, 9 }); Assert.IsTrue(parent2.Validate()); expected = new Permutation(PermutationTypes.RelativeUndirected, new int[] { 0, 5, 2, 3, 7, 1, 6, 8, 4, 9 }); Assert.IsTrue(expected.Validate()); actual = CyclicCrossover2.Apply(random, parent1, parent2); Assert.IsTrue(actual.Validate()); Assert.IsTrue(Auxiliary.PermutationIsEqualByPosition(expected, actual)); // perform a test when the two permutations are of unequal length random.Reset(); bool exceptionFired = false; try { CyclicCrossover.Apply(random, new Permutation(PermutationTypes.RelativeUndirected, 8), new Permutation(PermutationTypes.RelativeUndirected, 6)); } catch (System.ArgumentException) { exceptionFired = true; } Assert.IsTrue(exceptionFired); }