{"title":"Hybrid GA-based metaheuristics for production planning and scheduling optimization in intelligent flow-shop manufacturing systems","authors":"P. Semanco, V. Modrák","doi":"10.1109/INES.2011.5954777","DOIUrl":null,"url":null,"abstract":"The paper introduces a proposal of three-metaheuristic versions to optimize flow-shop problem emphasized on total flow time criterion in Intelligent Manufacturing Systems. The approach employs constructive heuristic, namely CDS, Gupta's algorithm, and Palmer's Slope Index, in conjunction with GA-based metaheuristic. The approach is tested on Reeves' benchmark set of 21 flow-shop problems range from 20 to 75 jobs and 5 to 20 machines.","PeriodicalId":414812,"journal":{"name":"2011 15th IEEE International Conference on Intelligent Engineering Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2011-06-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2011 15th IEEE International Conference on Intelligent Engineering Systems","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INES.2011.5954777","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
The paper introduces a proposal of three-metaheuristic versions to optimize flow-shop problem emphasized on total flow time criterion in Intelligent Manufacturing Systems. The approach employs constructive heuristic, namely CDS, Gupta's algorithm, and Palmer's Slope Index, in conjunction with GA-based metaheuristic. The approach is tested on Reeves' benchmark set of 21 flow-shop problems range from 20 to 75 jobs and 5 to 20 machines.
京公网安备 11010802042870号
京ICP备2023020795号-1
分享
求助内容：
应助结果提醒方式：
扫码关注我们
