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Nowadays, Evolvable Hardware (EHW) is widely used in many fields. When it is used in circuit design, its advantages can be incarnated adequately. However, if the circuit scales are very big, the probability of successful circuit evolution is reduced greatly. So improving traditional Evolutionary Algorithm (EA) is very important. In this paper, an improved EA is proposed, and it is combined with Binary Decision Diagram (BDD). Through the simulation experiment, the feasibility and effectiveness of proposed accelerate circuit evolutionary algorithm has been proved.

Improved Binary Decision Diagram based Accelerated Circuit Evolutionary Algorithm