static INeuralNetwork BuildPsoNetwork()
{
var props = new NetworkProperties {
InitWeightMin = -0.1,
InitWeightMax = 0.1,
NumHidden = 2,
NumInput = 4,
NumOutput = 3
};
var particleProps = new ParticleProperties {
MaxVDelta = 2.0,
MinVDelta = -2.0,
V = 3.0,
VSelf = 2.0,
VSocial = 2.0
};
var netProps = new PsoNetworkProperties {
DesiredAccuracy = 0.98,
Iterations = 1000,
NumNetworks = 4,
ParticleProps = particleProps
};
return new PsoNetwork(netProps, props, new Random(0));
}
public PsoNetwork(PsoNetworkProperties netProps, NetworkProperties props, Random rng)
{
this.PsoProps = netProps;
this.NetworkProps = props;
this.rng = rng;
}
public PsoNetwork(PsoNetworkProperties netProps, NetworkProperties props, Random rng)
{
this.PsoProps = netProps;
this.NetworkProps = props;
this.rng = rng;
}