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An efficient polarity optimization approach for fixed polarity reed-muller logic circuits based on novel binary differential evolution algorithm

  • Zhenxue He
  • , Guangjun Qin
  • , Limin Xiao*
  • , Fei Gu
  • , Zhisheng Huo
  • , Li Ruan
  • , Haitao Wang
  • , Longbing Zhang
  • , Jianbin Liu
  • , Shaobo Liu
  • , Xiang Wang
  • *此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The bottleneck of integrated circuit design could potentially be alleviated by using Reed-Muller (RM) logic circuits due to their remarkable superiority in power, area and testability. In this paper, we propose a Novel Binary Differential Evolution (DE) algorithm (NBDE) to solve the discrete binary-encoded combination optimization problem. Moreover, based on the NBDE, we propose an Efficient Polarity Optimization Approach (EPOA) for Fixed Polarity RM (FPRM) logic circuits, which uses the NBDE to search the best polarity under a performance constraint. To the best of our knowledge, we are the first to use DE to optimize RM circuits. The experimental results on 24 MCNC benchmark circuits show the effectiveness and superiority of EPOA.

源语言英语
主期刊名Network and Parallel Computing - 14th IFIP WG 10.3 International Conference, NPC 2017, Proceedings
编辑Xuanhua Shi, Mahmut Kandemir, Hong An, Chao Wang, Hai Jin
出版商Springer Verlag
118-121
页数4
ISBN(印刷版)9783319682099
DOI
出版状态已出版 - 2017
活动14th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2017 - Hefei, 中国
期限: 20 10月 201721 10月 2017

出版系列

姓名Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
10578 LNCS
ISSN(印刷版)0302-9743
ISSN(电子版)1611-3349

会议

会议14th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2017
国家/地区中国
Hefei
时期20/10/1721/10/17

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