{"title":"A review on Genetic Algorithm and Its Applications","authors":"R. Singh, V. K. Panchal, B. Singh","doi":"10.1109/ICGCIOT.2018.8753030","DOIUrl":null,"url":null,"abstract":"Genetic Algorithm is a soft computing technique which uses its special operators to solve an optimization problem. These algorithms can solve both minimization and maximization problems. This paper discusses the details of genetic algorithm i.e. how it works. The paper also discusses the application areas of genetic algorithm in various fields of science and engineering. We also discuss its current applications and how it can be useful to solve future problems or optimize the current procedures.","PeriodicalId":269682,"journal":{"name":"2018 Second International Conference on Green Computing and Internet of Things (ICGCIoT)","volume":"132 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"16","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 Second International Conference on Green Computing and Internet of Things (ICGCIoT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICGCIOT.2018.8753030","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 16
Abstract
Genetic Algorithm is a soft computing technique which uses its special operators to solve an optimization problem. These algorithms can solve both minimization and maximization problems. This paper discusses the details of genetic algorithm i.e. how it works. The paper also discusses the application areas of genetic algorithm in various fields of science and engineering. We also discuss its current applications and how it can be useful to solve future problems or optimize the current procedures.
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