计算机工程2011，Vol.37Issue(7)：258-261,4.DOI:10.3969/j.issn.1000-3428.2011.07.087
基因算法加速器与芯片级进化研究
Research on Genetic Algorithm Accelerator and On-chip Evolution
摘要
Abstract
In order to improve the speed of on-chip evolution, this paper proposes an embedded accelerator of genetic algorithm in the evolvable system chip FDP2009-2-SOPC.It improves the implementation of genetic algorithm through hardware implementation of random number, and changes implementation of genetic operations in embedded CPU to improve the on-chip evolution flow.After the tape-out and verification of the evolvable system chip FDP2009-2-SOPC with the genetic algorithm accelerator, test results show that the performance of genetic algorithm accelerator and on-chip evolution speed are improved greatly.关键词
可进化硬件/可进化系统芯片/基因算法Key words
Evolvable Hardware(EHW)/ evolvable system chip/ genetic algorithm分类
信息技术与安全科学引用本文复制引用
卜海祥,杨华秋,段欣,陈利光,来金梅,鲍丽春..基因算法加速器与芯片级进化研究[J].计算机工程,2011,37(7):258-261,4.基金项目
国家"863"计划基金资助项目(2007AA01Z285) （2007AA01Z285）
上海市科技创新行动计划集成电路设计专项基金资助项目"国产自主知识产权FPGA的产业化应用和深入研发"(08706200101) （08706200101）
