{"title":"Max-plus解决周期作业车间的时间滞后问题","authors":"J. Barman, C. Martinez, Siddhartha Verma","doi":"10.1109/CoDIT.2018.8394918","DOIUrl":null,"url":null,"abstract":"A cyclic job shop problem with minimum and maximum time lags (JSPTL) has been considered. The paper contributes to the extension of the method for job shop problem, presented in a previous work, to cyclic scheduling. A framework with predefined control flow for iterative execution of schedules dedicated to a set of machines. The proposed framework allows to set up certain operations belonging to a set of jobs into predefined set of machines. The scheduling method is based on potential inequalities and disjunctive constraints, that are formulated in the max-Plus Algebra, in terms of inequalities. The computation of the eigenvalue of the corresponding matrices provides bounds, and a feasibility test that is used in a branch and bound procedure that permits to solve the problem. Effective computations make use of the MATLAB and its Howard algorithm implementation. One can evaluate whether or not a solution exists to the problem, compute one solution, or compute the set of solutions minimizing the completion time. The method is applied to a case study from the literature, which permits to point out its advantages and drawbacks.","PeriodicalId":128011,"journal":{"name":"2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)","volume":"140 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"3","resultStr":"{\"title\":\"Max-plus to solve the cyclic job shop problem with time lags\",\"authors\":\"J. Barman, C. Martinez, Siddhartha Verma\",\"doi\":\"10.1109/CoDIT.2018.8394918\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A cyclic job shop problem with minimum and maximum time lags (JSPTL) has been considered. The paper contributes to the extension of the method for job shop problem, presented in a previous work, to cyclic scheduling. A framework with predefined control flow for iterative execution of schedules dedicated to a set of machines. The proposed framework allows to set up certain operations belonging to a set of jobs into predefined set of machines. The scheduling method is based on potential inequalities and disjunctive constraints, that are formulated in the max-Plus Algebra, in terms of inequalities. The computation of the eigenvalue of the corresponding matrices provides bounds, and a feasibility test that is used in a branch and bound procedure that permits to solve the problem. Effective computations make use of the MATLAB and its Howard algorithm implementation. One can evaluate whether or not a solution exists to the problem, compute one solution, or compute the set of solutions minimizing the completion time. The method is applied to a case study from the literature, which permits to point out its advantages and drawbacks.\",\"PeriodicalId\":128011,\"journal\":{\"name\":\"2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)\",\"volume\":\"140 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-04-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"3\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CoDIT.2018.8394918\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 5th International Conference on Control, Decision and Information Technologies (CoDIT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CoDIT.2018.8394918","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Max-plus to solve the cyclic job shop problem with time lags
A cyclic job shop problem with minimum and maximum time lags (JSPTL) has been considered. The paper contributes to the extension of the method for job shop problem, presented in a previous work, to cyclic scheduling. A framework with predefined control flow for iterative execution of schedules dedicated to a set of machines. The proposed framework allows to set up certain operations belonging to a set of jobs into predefined set of machines. The scheduling method is based on potential inequalities and disjunctive constraints, that are formulated in the max-Plus Algebra, in terms of inequalities. The computation of the eigenvalue of the corresponding matrices provides bounds, and a feasibility test that is used in a branch and bound procedure that permits to solve the problem. Effective computations make use of the MATLAB and its Howard algorithm implementation. One can evaluate whether or not a solution exists to the problem, compute one solution, or compute the set of solutions minimizing the completion time. The method is applied to a case study from the literature, which permits to point out its advantages and drawbacks.