// Makes crossover unstable
public void MutateNode_RearrangeNetworkTest()
{
if (ConnectionCollection.Count <= 0)
{
return;
}
var connection = GetRandomConnection();
connection.Enabled = false;
DebugConnection(connection);
var newNode = Evaluator.CreateHiddenNode(connection.Output);
var oldNode = NodeCollection.Nodes[connection.Output];
NodeCollection.Nodes.Remove(oldNode.Id);
oldNode.Id = Evaluator.GetNextNodeId();
NodeCollection.Nodes[newNode.Id] = newNode;
NodeCollection.Nodes[oldNode.Id] = oldNode;
// swap old connection to shifted node
(int, int)oldCon = (connection.Input, connection.Output);
connection.Output = newNode.Id;
ConnectionCollection.UpdateInOut(oldCon, connection);
foreach (var con in ConnectionCollection.Connections.Where(x => x.Value.Input == newNode.Id || x.Value.Output == newNode.Id).ToList())
{
(int, int)oldKey = (con.Value.Input, con.Value.Output);
if (con.Value.Input == newNode.Id)
{
con.Value.Input = oldNode.Id;
}
if (con.Value.Output == newNode.Id)
{
con.Value.Output = oldNode.Id;
}
ConnectionCollection.UpdateInOut(oldKey, con.Value);
}
var con1 = Evaluator.CreateConnection(this, Evaluator.GetNextInnovationId(), connection.Input, newNode.Id, Config.MutateNodeWeightInitialValue);
var con2 = Evaluator.CreateConnection(this, Evaluator.GetNextInnovationId(), newNode.Id, oldNode.Id, connection.Weight);
bool addedCon1 = Evaluator.AddConnection(con1);
bool addedCon2 = Evaluator.AddConnection(con2);
bool addedconnection = Evaluator.AddConnection(connection);
bool addedConLocal1 = ConnectionCollection.AddNew(con1);
bool addedConLocal2 = ConnectionCollection.AddNew(con2);
NodeCollection.Nodes.Remove(newNode.Id);
NodeCollection.AddNew(oldNode);
NodeCollection.AddNew(newNode);
}
