Genetic Network Programing Considering the Evolution of Breadth and Depth

Many methods of generating behavior sequences of agents by evolution have been reported. A new evolutionary computation method named Genetic Network Programming (GNP) has also been developed recently along with these trends. In this paper, a new method for evolving GNP considering Breadth and Depth is proposed. The performance of the proposed method is shown from simulations using garbage collector problem.