| 基于多目标基因表达式编程的电路演化算法 |
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| 引用本文： | 吴江,唐常杰,李太勇,李自力,刘洋洋. 基于多目标基因表达式编程的电路演化算法[J]. 吉林大学学报(信息科学版), 2011, 29(3): 245-251 |
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| 作者姓名： | 吴江 唐常杰 李太勇 李自力 刘洋洋 |
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| 作者单位： | 1 西南财经大学 ,经济信息工程学院, 成都 ,610074；2四川大学 ,计算机学院, 成都 ,610065 |
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| 基金项目： | 国家自然科学基金资助项目(60773169); “十一五”国家科技支撑计划基金资助项目(2006BAI05A01); 西南财经大学“211工程”三期青年教师成长基金资助项目(211QN09071) |
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| 摘 要： | 为提高电路演化的效率和成功率,对电路设计中涉及的多个目标进行了定义与量化,并针对多目标优化问题,在基因表达式编程(GEP:Gene Expression Programming)的基础上,提出了基于多目标基因表达式编程的电路演化算法(MGEP:Multi-Objective Gene Expression Progra...
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| 关 键 词： | 演化硬件 基因表达式编程 演化算法 多目标演化 |
Evolutionary Algorithm of Circuit Based on Multi-Objective Gene Expression Programming |
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| WU Jiang,TANG Chang-jie,LI Tai-yong,LI Zi-li,LIU Yang-yang. Evolutionary Algorithm of Circuit Based on Multi-Objective Gene Expression Programming[J]. Journal of Jilin University:Information Sci Ed, 2011, 29(3): 245-251 |
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| Authors: | WU Jiang TANG Chang-jie LI Tai-yong LI Zi-li LIU Yang-yang |
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| Affiliation: | 1School of Economic Information Engineering, Southwestern University of Finance and Economics, Chengdu 610074, China; 2School of Computer Science, Sichuan University, Chengdu 610065|China |
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| Abstract: | Evolution of circuit is a focus of EHW(Evolvable Hardware).To improve the evolution efficiency and success rate of circuits,the multi-objectives during evolution of circuit are defined and quantized.To solve the multi-objective optimization,an evolutionary algorithm of circuits based on MGEP(Multi-Objective Gene Expression Programming) is presented.The chromosome encoding of GEP(Gene Expression Programming) in evolution of circuit is designed;the multi-objectives during evolution of circuit are defined and ... |
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| Keywords: | evolvable hardware gene expression programming(GEP) evolution algorithm multi-objective evolution |
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