The final path is determined by the order in which targets are reached. Figure 2 illustrates the sensory and motor systems of an individual. A simple genetic algorithm =-=[9, 11]-=- is used for finding the weights of the neural network's connections. One creates an initial generation of networks with random weights. For each generation, each network is placed in each of a set of