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Study diploid system by a Hamiltonian Cycle Problem algorithm
Dong, XH; Dai, RW; CantuPaz, E; Foster, JA; Deb, K; Davis, LD; Roy, R; OReilly, UM; Beyer, HG; Standish, R; Kendall, G; Wilson, S; Harman, M; Wegener, J; Dasgupta, D; Potter, MA; Schultz, AC; Dowsland, KA; Jonoska, N; Miller, J
2003
发表期刊GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2003, PT I, PROCEEDINGS
卷号2723页码:152-153
文章类型Article
摘要Complex representation in Genetic Algorithms and pattern in real problems limits the effect of crossover to construct better pattern from sporadic building blocks. Instead of introducing more sophisticated operator, a diploid system was designed to divide the task into two steps: in meiosis phase, crossover was used to break two haploid of same individual into small units and remix them thoroughly. Then better phenotype was rebuilt from diploid of zygote in development phase. We introduced a new representation for Hamiltonian Cycle Problem and implemented an algorithm to test the system.
WOS标题词Science & Technology ; Technology
收录类别ISTP ; SCI
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Theory & Methods
WOS记录号WOS:000185074200019
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/9894
专题09年以前成果
作者单位Chinese Acad Sci, Inst Automat, Syst Complex Res Ctr, Beijing 100080, Peoples R China
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GB/T 7714
Dong, XH,Dai, RW,CantuPaz, E,et al. Study diploid system by a Hamiltonian Cycle Problem algorithm[J]. GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2003, PT I, PROCEEDINGS,2003,2723:152-153.
APA Dong, XH.,Dai, RW.,CantuPaz, E.,Foster, JA.,Deb, K.,...&Miller, J.(2003).Study diploid system by a Hamiltonian Cycle Problem algorithm.GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2003, PT I, PROCEEDINGS,2723,152-153.
MLA Dong, XH,et al."Study diploid system by a Hamiltonian Cycle Problem algorithm".GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2003, PT I, PROCEEDINGS 2723(2003):152-153.
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