public void print() throws IOException {
/*BufferedWriter bw = new BufferedWriter(new FileWriter("out/salidaH.txt"));*/
System.out.println("\n ---- CAPA OCULTA ----\n");
// el for recorre todas las neuronas menos la ultima q es el bias
for (int index = 0; index < this.neuronList.size() - 1; index++) {
Neuron neuron = this.neuronList.get(index);
System.out.println(
"Neurona "
+ String.valueOf(index)
+ ": Entrada=>"
+ String.valueOf(neuron.getInput())
+ " || Salida: "
+ String.valueOf(neuron.getOutput())
+ "\n");
List<Link> inputs = neuron.getInputs();
for (int i = 0; i < inputs.size(); i++) {
Link enlace = inputs.get(i);
System.out.println(
" Conexion => Valor: "
+ String.valueOf(enlace.getNeuron().getOutput())
+ " || Peso: "
+ String.valueOf(enlace.getWeight())
+ "\n");
}
}
/*bw.append("Bias Capa Oculta: "+String.valueOf(this.bias.getInput()));
bw.close();*/
}
/* increase the weight of a path */
public synchronized void addTrip(List<Link> trip, Integer pheroneToAdd) {
Float tripLenght = getPathLength(trip);
for (Link link : trip) {
Float newWeight = link.getWeight() + (pheroneToAdd / tripLenght);
link.setWeight(newWeight);
}
}
/* reduce the weight of all links */
public void evaporation(Float ratio) {
for (Link link : links) {
link.setWeight(link.getWeight() * ratio);
}
}
