private void StartFromScratch() { Genometype.NodeGenes[] nodes = new Genometype.NodeGenes[] { new Genometype.NodeGenes(Genometype.NodeGenes.Types.Input, _IOIndex: 0), new Genometype.NodeGenes(Genometype.NodeGenes.Types.Input, _IOIndex: 1), new Genometype.NodeGenes(Genometype.NodeGenes.Types.Output, _IOIndex: 0), new Genometype.NodeGenes(Genometype.NodeGenes.Types.Output, _IOIndex: 1), new Genometype.NodeGenes(Genometype.NodeGenes.Types.Output, _IOIndex: 2), }; Genometype.ConnectionGenens[] connections = new Genometype.ConnectionGenens[] { new Genometype.ConnectionGenens(0, 2, Random.Range(-10f, 10f), _operatorType: Genometype.ConnectionGenens.OperatorType.Multiply), new Genometype.ConnectionGenens(0, 3, Random.Range(-10f, 10f), _operatorType: Genometype.ConnectionGenens.OperatorType.Multiply), new Genometype.ConnectionGenens(1, 4, Random.Range(-10f, 10f), _operatorType: Genometype.ConnectionGenens.OperatorType.Plus), }; m_weightOptimizer.InsertGenome(new Genometype(nodes, connections)); }
protected void StartFromScratch() { Genometype.NodeGenes[] nodes = new Genometype.NodeGenes[] { new Genometype.NodeGenes(Genometype.NodeGenes.Types.Input, _IOIndex: 1), new Genometype.NodeGenes(Genometype.NodeGenes.Types.Input, _IOIndex: 5), new Genometype.NodeGenes(Genometype.NodeGenes.Types.Input, _IOIndex: 7), new Genometype.NodeGenes(Genometype.NodeGenes.Types.Hidden), new Genometype.NodeGenes(Genometype.NodeGenes.Types.Output), }; Genometype.ConnectionGenens[] connections = new Genometype.ConnectionGenens[] { new Genometype.ConnectionGenens(0, 3, Random.Range(-10f, 10f)), new Genometype.ConnectionGenens(1, 3, Random.Range(-10f, 10f)), new Genometype.ConnectionGenens(2, 3, Random.Range(-10f, 10f)), new Genometype.ConnectionGenens(3, 4, Random.Range(-10f, 10f), Genometype.ConnectionGenens.OperatorType.Plus), }; m_weightOptimizer.InsertGenome(new Genometype(nodes, connections)); }
public void GenomeNodeMutation() { Genometype.NodeGenes[] nodes = new Genometype.NodeGenes[] { new Genometype.NodeGenes(Genometype.NodeGenes.Types.Input, _IOIndex: 0), new Genometype.NodeGenes(Genometype.NodeGenes.Types.Input, _IOIndex: 0), new Genometype.NodeGenes(Genometype.NodeGenes.Types.Output), }; Genometype.ConnectionGenens[] connections = new Genometype.ConnectionGenens[] { new Genometype.ConnectionGenens(0, 2, 0.123f), new Genometype.ConnectionGenens(1, 2, 3f), }; GenomeMutationController controller = new GenomeMutationController(new Genometype(nodes, connections)); controller.MutateByInsertNodeBetweenConnection(); for (int i = 0; i < controller.mutations.Count; i++) { Debug.Log(controller.mutations[i]); } }
public void DataProcess() { Genometype.NodeGenes[] nodes = new Genometype.NodeGenes[] { new Genometype.NodeGenes(Genometype.NodeGenes.Types.Input, _IOIndex: 0), new Genometype.NodeGenes(Genometype.NodeGenes.Types.Hidden), new Genometype.NodeGenes(Genometype.NodeGenes.Types.Output), }; Genometype.ConnectionGenens[] connections = new Genometype.ConnectionGenens[] { new Genometype.ConnectionGenens(0, 1, 0.1f), new Genometype.ConnectionGenens(1, 2, 1f, Genometype.ConnectionGenens.OperatorType.Plus), }; GenomeController controller = new GenomeController(new Genometype(nodes, connections)); // Test get output controller.Reset(); Assert.AreEqual(controller.GetOutput(0), 0); // Test insert input and process data controller.Input(new float[] { 0.9f }); controller.StartProcess(); Assert.AreEqual(controller.GetOutput(0), 1.09f); }