{"title":"单机总加权延迟调度问题的协同求解器","authors":"Lamiche Chaabane","doi":"10.1109/EDIS.2017.8284043","DOIUrl":null,"url":null,"abstract":"In this research work, we propose a simple hybrid model based on nature inspired techniques in order to find a better solution for the SMTWT problem which is classified in the literature as a strong NP-hard. The proposed model takes advantages of the genetic algorithm (GA) as a global search strategy and the potent of the modified simulated annealing (MSA) technique to improve solution quality in mutation step. Numerical results on a set of benchmarks showed the efficiency of the developed model to find better results compared with some other literature works.","PeriodicalId":294761,"journal":{"name":"2018 International Symposium on Programming and Systems (ISPS)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A cooperative solver for single machine total weighted tardiness scheduling problem\",\"authors\":\"Lamiche Chaabane\",\"doi\":\"10.1109/EDIS.2017.8284043\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this research work, we propose a simple hybrid model based on nature inspired techniques in order to find a better solution for the SMTWT problem which is classified in the literature as a strong NP-hard. The proposed model takes advantages of the genetic algorithm (GA) as a global search strategy and the potent of the modified simulated annealing (MSA) technique to improve solution quality in mutation step. Numerical results on a set of benchmarks showed the efficiency of the developed model to find better results compared with some other literature works.\",\"PeriodicalId\":294761,\"journal\":{\"name\":\"2018 International Symposium on Programming and Systems (ISPS)\",\"volume\":\"19 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 International Symposium on Programming and Systems (ISPS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/EDIS.2017.8284043\",\"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 International Symposium on Programming and Systems (ISPS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EDIS.2017.8284043","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A cooperative solver for single machine total weighted tardiness scheduling problem
In this research work, we propose a simple hybrid model based on nature inspired techniques in order to find a better solution for the SMTWT problem which is classified in the literature as a strong NP-hard. The proposed model takes advantages of the genetic algorithm (GA) as a global search strategy and the potent of the modified simulated annealing (MSA) technique to improve solution quality in mutation step. Numerical results on a set of benchmarks showed the efficiency of the developed model to find better results compared with some other literature works.