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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
Source PublicationGENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2003, PT I, PROCEEDINGS
2003
Volume2723Pages:152-153
SubtypeArticle
AbstractComplex 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 HeadingsScience & Technology ; Technology
Indexed ByISTP ; SCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Theory & Methods
WOS IDWOS:000185074200019
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9894
Collection09年以前成果
AffiliationChinese Acad Sci, Inst Automat, Syst Complex Res Ctr, Beijing 100080, Peoples R China
Recommended Citation
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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