Designing the combinational logic circuits with hybrid of Generalized Disjunction Decomposition and Evolutionary Repair

The scalability problem is hard to overcome in the evolutionary design of the logic circuits. In this paper, a hybrid algorithm of Generalized Disjunction Decomposition and Evolutionary Repair is proposed, which is also embedded with a novel technique for compressing outputs. This hybrid algorithm aims at evolving the relatively large combinational logic circuits automatically. The experimental results demonstrate that the hybrid algorithm could evolve the relatively large circuits successfully.