{"title":"Job-Shop问题的多智能体敏捷调度系统","authors":"Zhanjun Wang, Yanbo Liu","doi":"10.1109/ISDA.2006.253918","DOIUrl":null,"url":null,"abstract":"This paper proposes a multi-agent scheduling system for dynamic job-shop problem. The negotiation mechanism between agents controlling resources and tasks is discussed. First, a hybrid MAS framework is built to satisfy the requirements of the agile scheduling. Then an intelligent algorithm is designed to reason environment encountered and recommend adaptive scheduling algorithm for resource agents. And multi-objective function considering tardiness, waiting time and cost is designed for task agents as an evaluation criteria of resources' bids. The results obtained show the effective and good performance of this system in total flow time, total waiting time and makespan","PeriodicalId":116729,"journal":{"name":"Sixth International Conference on Intelligent Systems Design and Applications","volume":"11 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2006-10-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"10","resultStr":"{\"title\":\"A Multi-Agent Agile Scheduling System for Job-Shop Problem\",\"authors\":\"Zhanjun Wang, Yanbo Liu\",\"doi\":\"10.1109/ISDA.2006.253918\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper proposes a multi-agent scheduling system for dynamic job-shop problem. The negotiation mechanism between agents controlling resources and tasks is discussed. First, a hybrid MAS framework is built to satisfy the requirements of the agile scheduling. Then an intelligent algorithm is designed to reason environment encountered and recommend adaptive scheduling algorithm for resource agents. And multi-objective function considering tardiness, waiting time and cost is designed for task agents as an evaluation criteria of resources' bids. The results obtained show the effective and good performance of this system in total flow time, total waiting time and makespan\",\"PeriodicalId\":116729,\"journal\":{\"name\":\"Sixth International Conference on Intelligent Systems Design and Applications\",\"volume\":\"11 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2006-10-16\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"10\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Sixth International Conference on Intelligent Systems Design and Applications\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISDA.2006.253918\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Sixth International Conference on Intelligent Systems Design and Applications","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISDA.2006.253918","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A Multi-Agent Agile Scheduling System for Job-Shop Problem
This paper proposes a multi-agent scheduling system for dynamic job-shop problem. The negotiation mechanism between agents controlling resources and tasks is discussed. First, a hybrid MAS framework is built to satisfy the requirements of the agile scheduling. Then an intelligent algorithm is designed to reason environment encountered and recommend adaptive scheduling algorithm for resource agents. And multi-objective function considering tardiness, waiting time and cost is designed for task agents as an evaluation criteria of resources' bids. The results obtained show the effective and good performance of this system in total flow time, total waiting time and makespan
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