{"title":"基于遗传算法的配电网循环调度决策与可靠性处理","authors":"S. Chung, H. Chan","doi":"10.1109/ICAL.2010.5585386","DOIUrl":null,"url":null,"abstract":"Routing decision is an essential element to the efficiency of a distribution network as its configuration determines the flow of different products via various transition points. Traditionally, factors, such as cost and distance, will usually be considered. However, different handling reliability and the ability of recycling wastes, packaging materials for example, in some transition points could affect the performance of the network. The objective of this paper is to propose a genetic algorithm to determine the flow and route of products in a distribution network. It simultaneously considers various factors such as cost, distance, the handling reliability, and recycling ability in different transition point. A numerical example is presented to illustrate the conflicts between the different factors to the performance of the distribution network under study, and thus how the proposed algorithm can handle the trade-off in such a multi-criterion decision making problem.","PeriodicalId":393739,"journal":{"name":"2010 IEEE International Conference on Automation and Logistics","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Routing decisions with recycle and handling reliability options in distribution network using genetic algorithm\",\"authors\":\"S. Chung, H. Chan\",\"doi\":\"10.1109/ICAL.2010.5585386\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Routing decision is an essential element to the efficiency of a distribution network as its configuration determines the flow of different products via various transition points. Traditionally, factors, such as cost and distance, will usually be considered. However, different handling reliability and the ability of recycling wastes, packaging materials for example, in some transition points could affect the performance of the network. The objective of this paper is to propose a genetic algorithm to determine the flow and route of products in a distribution network. It simultaneously considers various factors such as cost, distance, the handling reliability, and recycling ability in different transition point. A numerical example is presented to illustrate the conflicts between the different factors to the performance of the distribution network under study, and thus how the proposed algorithm can handle the trade-off in such a multi-criterion decision making problem.\",\"PeriodicalId\":393739,\"journal\":{\"name\":\"2010 IEEE International Conference on Automation and Logistics\",\"volume\":\"15 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2010-09-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2010 IEEE International Conference on Automation and Logistics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICAL.2010.5585386\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 IEEE International Conference on Automation and Logistics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICAL.2010.5585386","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Routing decisions with recycle and handling reliability options in distribution network using genetic algorithm
Routing decision is an essential element to the efficiency of a distribution network as its configuration determines the flow of different products via various transition points. Traditionally, factors, such as cost and distance, will usually be considered. However, different handling reliability and the ability of recycling wastes, packaging materials for example, in some transition points could affect the performance of the network. The objective of this paper is to propose a genetic algorithm to determine the flow and route of products in a distribution network. It simultaneously considers various factors such as cost, distance, the handling reliability, and recycling ability in different transition point. A numerical example is presented to illustrate the conflicts between the different factors to the performance of the distribution network under study, and thus how the proposed algorithm can handle the trade-off in such a multi-criterion decision making problem.