static void OnBestArrived(object sender, BestBodyArrivedToPopulationEventArgs e)
{
lock (cl)
{
var plannedNetwork = (ConfiguredNeuralNetworkBody)e.Body;
var network = plannedNetwork.CreateNetwork();
string state = plannedNetwork.IsFunctional ? "*** PASSED ***" : "--- BEST ---";
Console.WriteLine("\n{0}\n\nError: {1}, Synapses: {2}, Neurons: {3}, Genes: {4}",
state,
plannedNetwork.Error,
plannedNetwork.ConnectionCount,
plannedNetwork.NodeCount,
plannedNetwork.Plan.Genes.Count);
Console.WriteLine("Connections: {0}", GetConnectionsAsString(network));
Console.WriteLine("Nodes: {0}", GetNodesAsString(network));
}
}
static void OnBestArrived(object sender, BestBodyArrivedToPopulationEventArgs e)
{
lock (cl)
{
var plannedNetwork = (AdjustedNeuralNetworkBody)e.Body;
string state = plannedNetwork.Error <= 0.0001 ? "*** PASSED ***" : "--- BEST ---";
Console.WriteLine("\n{0}\n\nError: {1}",
state,
plannedNetwork.Error.ToString("0.000000"));
Console.WriteLine(
plannedNetwork.TestResult.Computation.ComputeOutput(
(NeuralNetwork)plannedNetwork.Parameters.Network,
new List<double> { 4.4 })[0]); // 19.36
}
}
static void OnBestArrived(object sender, BestBodyArrivedToPopulationEventArgs e)
{
lock (cl)
{
var plannedNetwork = (ConfiguredLogicalNetworkBody)e.Body;
var network = plannedNetwork.CreateNetwork();
string state = plannedNetwork.IsFunctional ? "*** PASSED ***" : "--- BEST ---";
Console.WriteLine("\n{0}\n\nError: {1}, Connections: {2}, Gates: {3}, Genes: {4}, Time: {5}",
state,
plannedNetwork.TestResult.GetErrors().Sum(),
plannedNetwork.ConnectionCount,
plannedNetwork.NodeCount,
plannedNetwork.Plan.Genes.Count,
sw.Elapsed.TotalSeconds);
//Console.WriteLine("Connections: {0}", GetConnectionsAsString(network));
//Console.WriteLine("Nodes: {0}", GetNodesAsString(network));
}
}
protected virtual void OnBestBodyArrived(BestBodyArrivedToPopulationEventArgs e)
{
var handler = BestBodyArrived;
if (handler != null) handler(this, e);
}