多层次多容量设施选址问题的制定与解决。

Khalil Abbal, Mohammed El Amrani, Y. Benadada
{"title":"多层次多容量设施选址问题的制定与解决。","authors":"Khalil Abbal, Mohammed El Amrani, Y. Benadada","doi":"10.1109/gol53975.2022.9820242","DOIUrl":null,"url":null,"abstract":"Facility location problem is one of the most problems studied since the 1950 years; many variants have been introduced in order to deal with real-world problems. In 2016, a new variant was developed to generalize the p-median problem, called “budget constraint multi-capacitated location problem” (BMCLP). This paper aims to generalize the BMCLP onto the multi-level, a problem that arises in many scopes as telecommunication, freight transportation, etc. Therefore, we proposed a mathematical formulation as mixed integer, called “Multi-level multi-capacitated facility location problem” (MLMCLP) and generated an artificial set of instances in order to validate the new formulation. Finally, we apply the Branch and Cut solving method using the CPLEX solver. The results obtained from the numerical study show the robustness of the proposed formulation.","PeriodicalId":438542,"journal":{"name":"2022 IEEE 6th International Conference on Logistics Operations Management (GOL)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-level multi-capacitated facility location problem: formulation and resolution.\",\"authors\":\"Khalil Abbal, Mohammed El Amrani, Y. Benadada\",\"doi\":\"10.1109/gol53975.2022.9820242\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Facility location problem is one of the most problems studied since the 1950 years; many variants have been introduced in order to deal with real-world problems. In 2016, a new variant was developed to generalize the p-median problem, called “budget constraint multi-capacitated location problem” (BMCLP). This paper aims to generalize the BMCLP onto the multi-level, a problem that arises in many scopes as telecommunication, freight transportation, etc. Therefore, we proposed a mathematical formulation as mixed integer, called “Multi-level multi-capacitated facility location problem” (MLMCLP) and generated an artificial set of instances in order to validate the new formulation. Finally, we apply the Branch and Cut solving method using the CPLEX solver. The results obtained from the numerical study show the robustness of the proposed formulation.\",\"PeriodicalId\":438542,\"journal\":{\"name\":\"2022 IEEE 6th International Conference on Logistics Operations Management (GOL)\",\"volume\":\"19 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-06-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE 6th International Conference on Logistics Operations Management (GOL)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/gol53975.2022.9820242\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 6th International Conference on Logistics Operations Management (GOL)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/gol53975.2022.9820242","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

设施选址问题是20世纪50年代以来研究最多的问题之一;为了处理现实世界的问题,引入了许多变体。2016年,开发了一种新的变体来推广p中值问题,称为“预算约束多容量定位问题”(BMCLP)。本文旨在将BMCLP推广到多层次,这是一个在电信、货运等许多领域都存在的问题。因此,我们提出了一个混合整数形式的数学公式,称为“多层次多容量设施选址问题”(MLMCLP),并生成了一组人工实例来验证新公式。最后,在CPLEX求解器中应用了分切求解法。数值研究结果表明了所提公式的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-level multi-capacitated facility location problem: formulation and resolution.
Facility location problem is one of the most problems studied since the 1950 years; many variants have been introduced in order to deal with real-world problems. In 2016, a new variant was developed to generalize the p-median problem, called “budget constraint multi-capacitated location problem” (BMCLP). This paper aims to generalize the BMCLP onto the multi-level, a problem that arises in many scopes as telecommunication, freight transportation, etc. Therefore, we proposed a mathematical formulation as mixed integer, called “Multi-level multi-capacitated facility location problem” (MLMCLP) and generated an artificial set of instances in order to validate the new formulation. Finally, we apply the Branch and Cut solving method using the CPLEX solver. The results obtained from the numerical study show the robustness of the proposed formulation.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信