public Genome(Neat neat)
{
Connections = new RandomHashSet <ConnectionGene>();
Nodes = new RandomHashSet <NodeGene>();
Neat = neat;
_random = new Random();
}
/// <summary>
/// Constructs a Genome with the given NEAT.
/// </summary>
/// <param name="neat">The NEAT this Genome is a part of.</param>
/// <param name="capacity">The capacity of the Genome.</param>
public Genome(NEAT neat, int capacity, Random random)
{
Connections = new RandomHashSet <ConnectionGene>(capacity);
Nodes = new RandomHashSet <NodeGene>(capacity);
NEAT = neat;
this.random = random;
}
/// <summary>
/// Constructs a Genome with the given NEAT.
/// </summary>
/// <param name="neat">The NEAT this Genome is a part of.</param>
public Genome(NEAT neat)
{
Connections = new RandomHashSet <ConnectionGene>();
Nodes = new RandomHashSet <NodeGene>();
NEAT = neat;
random = new Random();
}
/// <summary>
/// Constructs a new calculator for the given genome.
/// </summary>
/// <param name="genome">The genome to create a calculator for.</param>
public Calculator(Genome genome)
{
RandomHashSet <NodeGene> nodes = genome.Nodes;
RandomHashSet <ConnectionGene> connections = genome.Connections;
Dictionary <int, Node> nodeDictionary = new Dictionary <int, Node>();
for (int i = 0; i < nodes.Size; ++i)
{
Node node = new Node(nodes[i].X);
nodeDictionary.Add(nodes[i].InnovationNumber, node);
if (node.X <= 0.1)
{
input_nodes.Add(node);
}
else if (node.X >= 0.9)
{
output_nodes.Add(node);
}
else
{
hidden_nodes.Add(node);
}
}
hidden_nodes.Sort(); //Uses the comparer we set.
for (int i = 0; i < connections.Size; ++i)
{
Node from = nodeDictionary[connections[i].From.InnovationNumber]; //new Node(connections[i].From.InnovationNumber);
Node to = nodeDictionary[connections[i].To.InnovationNumber]; //new Node(connections[i].To.InnovationNumber);
//Node from = new Node(connections[i].From.InnovationNumber);
//Node to = new Node(connections[i].To.InnovationNumber);
Connection connection = new Connection(from, to);
connection.Weight = connections[i].Weight;
connection.Enabled = connections[i].Enabled;
to.Connections.Add(connection);
}
}
public Neat(int inputSize, int outputSize, int clients)
{
_allConnections = new Dictionary <ConnectionGene, ConnectionGene>();
_allNodes = new RandomHashSet <NodeGene>();
Reset(inputSize, outputSize, clients);
}
