Ejemplo n.º 1
0
        public virtual void mutate_node()
        {
            ConnectionGene con = connections.random_element();

            if (con == null)
            {
                return;
            }

            NodeGene from = con.From;
            NodeGene to   = con.To;

            int      replaceIndex = neat.getReplaceIndex(from, to);
            NodeGene middle;

            if (replaceIndex == 0)
            {
                middle   = neat.Node;
                middle.X = (from.X + to.X) / 2;
                middle.Y = (from.Y + to.Y) / 2 + GlobalRandom.NextDouble * 0.1 - 0.05;
                neat.setReplaceIndex(from, to, middle.Innovation_number);
            }
            else
            {
                middle = neat.getNode(replaceIndex);
            }

            ConnectionGene con1 = neat.getConnection(from, middle);
            ConnectionGene con2 = neat.getConnection(middle, to);

            con1.Weight  = 1;
            con2.Weight  = con.Weight;
            con2.Enabled = con.Enabled;

            connections.remove(con);
            connections.add(con1);
            connections.add(con2);

            nodes.add(middle);
        }