In this part, we write the brains of our agents: a simple feed forward artificial neural network.
So far we’ve implemented our UFOs, provided them with neural networks, and started our genetic algorithm. Which means we’re almost finished the series. This week we’ll look at these topics:
We need a way of defining if a UFO is ‘fitter’ than another one.
We need a method of selecting the UFOs from the pool based on their fitness.
Once two UFOs are selected from the pool we need a method of combining their neural networks to create a new network.