{"title":"Improved Real-coding Genetic Algorithm","authors":"J. An, Hai-juan Jin, Chaohun Liu","doi":"10.1109/NSWCTC.2009.335","DOIUrl":null,"url":null,"abstract":"To solve the slow convergence rate and local convergence of Simple Genetic Algorithm, an improved genetic algorithm (IGA) with real-coding, elite reservation, 2/4competitive choosing and adaptive genetic strategy is proposed. The experiment shows that the improved algorithm is more effective in realizing the global optimization and promoting evolution efficiency.","PeriodicalId":433291,"journal":{"name":"2009 International Conference on Networks Security, Wireless Communications and Trusted Computing","volume":"8 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2009-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2009 International Conference on Networks Security, Wireless Communications and Trusted Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NSWCTC.2009.335","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
To solve the slow convergence rate and local convergence of Simple Genetic Algorithm, an improved genetic algorithm (IGA) with real-coding, elite reservation, 2/4competitive choosing and adaptive genetic strategy is proposed. The experiment shows that the improved algorithm is more effective in realizing the global optimization and promoting evolution efficiency.
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