{"title":"中期多产品连续工厂调度的混合方法研究","authors":"P. Borisovsky, A. Eremeev, J. Kallrath","doi":"10.1109/SIBIRCON.2017.8109834","DOIUrl":null,"url":null,"abstract":"In this paper, we develop a hybrid approach to solve a production scheduling problem of special type. The approach is based on a general decomposition scheme proposed in earlier studies and is extended by a constructive greedy heuristic for medium term scheduling and a genetic algorithm for solving the auxiliary subproblem on a set of critical (bottleneck) processing units. The experimental study on a large-scale data showed a significant improvement of the solution quality and the solving time comparing to the previously known results, and confirmed the suitability of the proposed approach for the real-life production scheduling.","PeriodicalId":135870,"journal":{"name":"2017 International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"On hybrid method for medium-term multi-product continuous plant scheduling\",\"authors\":\"P. Borisovsky, A. Eremeev, J. Kallrath\",\"doi\":\"10.1109/SIBIRCON.2017.8109834\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this paper, we develop a hybrid approach to solve a production scheduling problem of special type. The approach is based on a general decomposition scheme proposed in earlier studies and is extended by a constructive greedy heuristic for medium term scheduling and a genetic algorithm for solving the auxiliary subproblem on a set of critical (bottleneck) processing units. The experimental study on a large-scale data showed a significant improvement of the solution quality and the solving time comparing to the previously known results, and confirmed the suitability of the proposed approach for the real-life production scheduling.\",\"PeriodicalId\":135870,\"journal\":{\"name\":\"2017 International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON)\",\"volume\":\"27 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/SIBIRCON.2017.8109834\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/SIBIRCON.2017.8109834","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
On hybrid method for medium-term multi-product continuous plant scheduling
In this paper, we develop a hybrid approach to solve a production scheduling problem of special type. The approach is based on a general decomposition scheme proposed in earlier studies and is extended by a constructive greedy heuristic for medium term scheduling and a genetic algorithm for solving the auxiliary subproblem on a set of critical (bottleneck) processing units. The experimental study on a large-scale data showed a significant improvement of the solution quality and the solving time comparing to the previously known results, and confirmed the suitability of the proposed approach for the real-life production scheduling.