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題名 Two-dimensional encoding schema and genetic operators
作者 Tsai, Ming W.;Hong, T.-P.;Liu, T.-K.
貢獻者 資管系
關鍵詞 Crossover; Mutation; Two-dimensional representation; Chromosomes; Genetic algorithms; Genetic engineering; Gene encoding
日期 2006
上傳時間 21-Jul-2015 15:05:39 (UTC+8)
摘要 In this paper, we propose a new genetic algorithm based on the two-dimensional encoding method. Appropriate two-dimensional crossover and mutation operations are designed based on the two-dimensional representation to generate the next generations. A two-dimensional repairing mechanism is also proposed to adjust infeasible chromosomes into feasible ones. Experiments are finally made to show the effectiveness of the proposed genetic algorithm.
關聯 Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006, Volume 2006, 論文編號 CIEF-177
資料類型 conference
DOI http://dx.doi.org/10.2991/jcis.2006.143
dc.contributor 資管系
dc.creator (作者) Tsai, Ming W.;Hong, T.-P.;Liu, T.-K.
dc.date (日期) 2006
dc.date.accessioned 21-Jul-2015 15:05:39 (UTC+8)-
dc.date.available 21-Jul-2015 15:05:39 (UTC+8)-
dc.date.issued (上傳時間) 21-Jul-2015 15:05:39 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/76736-
dc.description.abstract (摘要) In this paper, we propose a new genetic algorithm based on the two-dimensional encoding method. Appropriate two-dimensional crossover and mutation operations are designed based on the two-dimensional representation to generate the next generations. A two-dimensional repairing mechanism is also proposed to adjust infeasible chromosomes into feasible ones. Experiments are finally made to show the effectiveness of the proposed genetic algorithm.
dc.format.extent 176 bytes-
dc.format.mimetype text/html-
dc.relation (關聯) Proceedings of the 9th Joint Conference on Information Sciences, JCIS 2006, Volume 2006, 論文編號 CIEF-177
dc.subject (關鍵詞) Crossover; Mutation; Two-dimensional representation; Chromosomes; Genetic algorithms; Genetic engineering; Gene encoding
dc.title (題名) Two-dimensional encoding schema and genetic operators
dc.type (資料類型) conferenceen
dc.identifier.doi (DOI) 10.2991/jcis.2006.143
dc.doi.uri (DOI) http://dx.doi.org/10.2991/jcis.2006.143