Area optimization for MPRM logic circuits based on improved multiple disturbances fireworks algorithm

作者：

Highlights：

• An improved multiple disturbances fireworks algorithm is proposed to solve the three-valued variables combinatorial optimization problem.

• An improved initial population construction method is proposed.

• An MPRM circuit area optimization method is proposed, which uses the improved fireworks algorithm to search for the MPRM circuit with the minimum area.

• Experimental results verify the effectiveness of our method in optimizing the area of MPRM circuits.

摘要

•An improved multiple disturbances fireworks algorithm is proposed to solve the three-valued variables combinatorial optimization problem.•An improved initial population construction method is proposed.•An MPRM circuit area optimization method is proposed, which uses the improved fireworks algorithm to search for the MPRM circuit with the minimum area.•Experimental results verify the effectiveness of our method in optimizing the area of MPRM circuits.

论文关键词：Fireworks algorithm,Multiple disturbances,Area optimization,Latin hypercube sampling,MPRM logic circuits

论文评审过程：Received 17 September 2020, Revised 8 January 2021, Accepted 17 January 2021, Available online 30 January 2021, Version of Record 30 January 2021.

论文官网地址：https://doi.org/10.1016/j.amc.2021.126008