{"title":"An Improved Multi-objective Population Migration Optimization Algorithm","authors":"Qian Zhao, Xueying Liu","doi":"10.1109/IPTC.2011.43","DOIUrl":null,"url":null,"abstract":"The population migration algorithm is a very effective evolutionary algorithm to solve optimization problem, but there are little application in solving the multi-objective optimization problem. On the basis of vector evaluated method and Dynamic Weighted Aggregation combined those advantage, this paper presents a population migration algorithm based on vector evaluated method and Dynamic Weighted Aggregation for multi-objective optimization problems. At the same time, this paper population flow approach, which can more effective in local search. Experimental results show the algorithm is feasible.","PeriodicalId":388589,"journal":{"name":"2011 2nd International Symposium on Intelligence Information Processing and Trusted Computing","volume":"120 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 2nd International Symposium on Intelligence Information Processing and Trusted Computing","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IPTC.2011.43","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
The population migration algorithm is a very effective evolutionary algorithm to solve optimization problem, but there are little application in solving the multi-objective optimization problem. On the basis of vector evaluated method and Dynamic Weighted Aggregation combined those advantage, this paper presents a population migration algorithm based on vector evaluated method and Dynamic Weighted Aggregation for multi-objective optimization problems. At the same time, this paper population flow approach, which can more effective in local search. Experimental results show the algorithm is feasible.
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