Lamarckian evolution in SharpNEAT

gistfile1.cs

        /// <summary>
        /// Saves all phenotypic progress back to the genomes.
        /// </summary>
        private void PerformLamarkianEvolution(IList<TGenome> genomeList, Func<IAgent, FastCyclicNetwork> networkSelector)
        {
            for (int i = 0; i < _agents.Length; i++)
            {
                var agent = _agents[i];

                // Get the network for this teacher
                var network = networkSelector(agent);

                // Get the genome for this teacher
                var genome = (NeatGenome)genomeList[i];

                // Update the genome to match the phenome weights
                foreach (var conn in network.ConnectionArray)
                {
                    var genomeConn = (ConnectionGene)genome.ConnectionList.First(g => g.SourceNodeId == genome.NodeList[conn._srcNeuronIdx].Id && g.TargetNodeId == genome.NodeList[conn._tgtNeuronIdx].Id);
                    genomeConn.Weight = conn._weight;
                }
            }
        }