{"title":"可重入机器人单元循环调度问题的离散差分进化算法","authors":"Shibohua Zhang, Pengyu Yan, A. Che","doi":"10.1109/ICSSSM.2013.6602545","DOIUrl":null,"url":null,"abstract":"This paper addresses cyclic scheduling in robotic cells with re-entrant workstations which parts visit more than once. We present an analytical model for the problem with a given robot move sequence. Then the problem is transferred to find a robot move sequence to minimize the cycle time. An efficient discrete differential evolution (DDE) algorithm is presented to search a near-optimal robot move sequence. We encode the permutation of the robot moves as the chromosome of the individual and propose a modified mutation and crossover operations to generate the new individual. Our DDE algorithm is tested by a numerical instance.","PeriodicalId":354195,"journal":{"name":"2013 10th International Conference on Service Systems and Service Management","volume":"44 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":"{\"title\":\"A discrete differential evolution algorithm for cyclic scheduling problem in re-entrant robotic cells\",\"authors\":\"Shibohua Zhang, Pengyu Yan, A. Che\",\"doi\":\"10.1109/ICSSSM.2013.6602545\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper addresses cyclic scheduling in robotic cells with re-entrant workstations which parts visit more than once. We present an analytical model for the problem with a given robot move sequence. Then the problem is transferred to find a robot move sequence to minimize the cycle time. An efficient discrete differential evolution (DDE) algorithm is presented to search a near-optimal robot move sequence. We encode the permutation of the robot moves as the chromosome of the individual and propose a modified mutation and crossover operations to generate the new individual. Our DDE algorithm is tested by a numerical instance.\",\"PeriodicalId\":354195,\"journal\":{\"name\":\"2013 10th International Conference on Service Systems and Service Management\",\"volume\":\"44 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-07-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"2\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 10th International Conference on Service Systems and Service Management\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICSSSM.2013.6602545\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 10th International Conference on Service Systems and Service Management","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSSSM.2013.6602545","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A discrete differential evolution algorithm for cyclic scheduling problem in re-entrant robotic cells
This paper addresses cyclic scheduling in robotic cells with re-entrant workstations which parts visit more than once. We present an analytical model for the problem with a given robot move sequence. Then the problem is transferred to find a robot move sequence to minimize the cycle time. An efficient discrete differential evolution (DDE) algorithm is presented to search a near-optimal robot move sequence. We encode the permutation of the robot moves as the chromosome of the individual and propose a modified mutation and crossover operations to generate the new individual. Our DDE algorithm is tested by a numerical instance.