{"title":"The Application of Genetic Algorithm in Vehicle Routing Problem","authors":"Yueqin Zhang, Shiying Chen, Jinfeng Liu, Fu Duan","doi":"10.1109/ISECS.2008.227","DOIUrl":null,"url":null,"abstract":"Genetic Algorithms are excellent approaches to solving complex problem in optimization with difficult constraints. The vehicle routing problem (VRP) has been shown as an NP-complete problem. On the foundation of stressing the limitations of the network in VRP this paper introduces a finite automaton (FA) to produce individual population and implement a new evolution way using genetic algorithm. Besides, the paper shows the application in an urban public transportation system.","PeriodicalId":144075,"journal":{"name":"2008 International Symposium on Electronic Commerce and Security","volume":"80 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-08-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 International Symposium on Electronic Commerce and Security","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISECS.2008.227","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4
Abstract
Genetic Algorithms are excellent approaches to solving complex problem in optimization with difficult constraints. The vehicle routing problem (VRP) has been shown as an NP-complete problem. On the foundation of stressing the limitations of the network in VRP this paper introduces a finite automaton (FA) to produce individual population and implement a new evolution way using genetic algorithm. Besides, the paper shows the application in an urban public transportation system.
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