Knowledge Commons of Institute of Automation,CAS
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 | |
发表期刊 | GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2003, PT I, PROCEEDINGS |
2003 | |
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 |
推荐引用方式 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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