public Predator(Texture2D texture, Vector2 position, int size, float mass,
float sightRadius, float lateralRadius, NeuralNet neuralNet)
: base(texture, position, size, mass, sightRadius, lateralRadius)
{
this.neuralNet = neuralNet;
this.texture = texture;
otherPredatorsInSight = new List <MovingAgent>();
otherPredatorsInLateral = new List <MovingAgent>();
}
public Prey(Texture2D texture, Vector2 position, int size, float mass,
float sightRadius, float lateralRadius)
: base(texture, position, size, mass, sightRadius, lateralRadius)
{
neuralNet = new NeuralNet(true);
//this.texture = texture;
localVegetationInSight = new List <Agent>();
localVegetationInLateral = new List <Agent>();
predatorsInSight = new List <MovingAgent>();
predatorsInLateral = new List <MovingAgent>();
}
private void CreateAgentFromCrossover(MovingAgent parentOne, MovingAgent parentTwo,
List <Prey> prey, int i)
{
NeuralNet neuralNetwork = CrossOver(parentOne, parentTwo);
int tempX = (int)Utilities.RandomMinMax(0 + Utilities.AgentTextureSize, Utilities.ScreenWidth - Utilities.AgentTextureSize);
int tempY = (int)Utilities.RandomMinMax(0 + Utilities.AgentTextureSize, Utilities.ScreenHeight - Utilities.AgentTextureSize);
prey[i] = new Prey(preyTexture, new Vector2(tempX, tempY),
Utilities.AgentTextureSize, Utilities.Mass, Utilities.SightRadiusPrey,
Utilities.LateralLinePrey, neuralNetwork);
if (Utilities.RandomMinMax(0, 1) < Utilities.MutationChance)
{
prey[i].Mutate();
}
preyCreatedSoFar++;
UpdateGenerationNumber();
}
void Awake()
{
_neuralNet = new NeuralNet(numOfInput, numOfOutput, numOfHiddenLayers, numOfNeuronsPerHiddenLayer);
}
public bool IsSameSetup(NeuralNet other)
{
return(other._numOfInput == this._numOfInput && other._numOfOutput == this._numOfOutput &&
other._numHiddenLayers == this._numHiddenLayers &&
other._numOfNeuronsPerHiddenLayer == this._numOfNeuronsPerHiddenLayer);
}