Abstract
We have already proposed a new automatic logic circuit design method using genetic algorithm based on the coexistence of heterogeneous populations. In this letter, we apply the proposed method to the design of the artificial ant control circuit, and clarify that the proposed method is effective also to the design of the logic circuit of which the I/O specification is not given beforehand.