{"title":"Research on job-shop scheduling problem based on Self-Adaptation Genetic Algorithm","authors":"Xie Hongyan, Huo Hong","doi":"10.1109/ICLSIM.2010.5461042","DOIUrl":null,"url":null,"abstract":"The multi-objective optimization problem in flexible job-shop scheduling was discussed. According to the characteristics of flexible job-shop scheduling, a new self-adaptive genetic algorithm was proposed, and the model of Multi-Objective Flexible Job-shop Scheduling (MOFJS) was set up. At last, by programming with Matlab and Visual C++, the algorithm was applied to solve the MOFJS problem in Chinese automobile manufacturing enterprises, and the optimization scheduling solution was obtained. The simulation results show that the proposed algorithm is feasible and effective for MOFJS.","PeriodicalId":249102,"journal":{"name":"2010 International Conference on Logistics Systems and Intelligent Management (ICLSIM)","volume":"39 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 International Conference on Logistics Systems and Intelligent Management (ICLSIM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICLSIM.2010.5461042","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
The multi-objective optimization problem in flexible job-shop scheduling was discussed. According to the characteristics of flexible job-shop scheduling, a new self-adaptive genetic algorithm was proposed, and the model of Multi-Objective Flexible Job-shop Scheduling (MOFJS) was set up. At last, by programming with Matlab and Visual C++, the algorithm was applied to solve the MOFJS problem in Chinese automobile manufacturing enterprises, and the optimization scheduling solution was obtained. The simulation results show that the proposed algorithm is feasible and effective for MOFJS.
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