{"title":"A classification of mutational approaches for genetic search","authors":"D. Drašković, B. Nikolić, V. Milutinovic","doi":"10.1109/ICIT.2012.6209948","DOIUrl":null,"url":null,"abstract":"Genetic algorithms for Internet Search were classified a lot in the open literature, but one specific aspect there off - the mutational approaches - was not. This paper represents an effort to shot light on the existing mutational approaches in the context of the genetic algorithms that they are a part of. Major contributions of this paper are: (a) An original classification, which opens some potentially fruitful research avenues; (b) A block diagram based representation of the four major classes of the newly introduced classification; (c) Uniform pseudo-code based presentation of selected algorithms, in a way that enables easy comparison; (d) Discussion of essential issues in a way that opens up new avenues for future research.","PeriodicalId":365141,"journal":{"name":"2012 IEEE International Conference on Industrial Technology","volume":"153 1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 IEEE International Conference on Industrial Technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICIT.2012.6209948","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
Genetic algorithms for Internet Search were classified a lot in the open literature, but one specific aspect there off - the mutational approaches - was not. This paper represents an effort to shot light on the existing mutational approaches in the context of the genetic algorithms that they are a part of. Major contributions of this paper are: (a) An original classification, which opens some potentially fruitful research avenues; (b) A block diagram based representation of the four major classes of the newly introduced classification; (c) Uniform pseudo-code based presentation of selected algorithms, in a way that enables easy comparison; (d) Discussion of essential issues in a way that opens up new avenues for future research.