Multi-period hub location problem with serial demands: A case study of humanitarian aids distribution in Lebanon
被引:18
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作者:
Monemi, Rahimeh Neamatian
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机构:
Univ Southampton, IT Innovat, Southampton, Hants, England
Lab Concept Optimisat & Modelisat Syst, LCOMS EA 7306, Metz, France
Univ Lorraine, F-57000 Metz, FranceUniv Southampton, IT Innovat, Southampton, Hants, England
Monemi, Rahimeh Neamatian
[1
,3
,4
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Gelareh, Shahin
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机构:
Univ Artois, IUT Bethune, Dept R&T, F-62000 Bethune, FranceUniv Southampton, IT Innovat, Southampton, Hants, England
Gelareh, Shahin
[2
]
Nagih, Anass
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机构:
Lab Concept Optimisat & Modelisat Syst, LCOMS EA 7306, Metz, FranceUniv Southampton, IT Innovat, Southampton, Hants, England
Nagih, Anass
[3
]
Maculan, Nelson
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机构:
Univ Fed Rio de Janeiro, COPPE PESC, POB 68511, BR-21941972 Rio De Janeiro, RJ, BrazilUniv Southampton, IT Innovat, Southampton, Hants, England
Maculan, Nelson
[5
]
Danach, Kassem
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机构:
Islamic Univ Lebanon, Dept Informat, Beirut, LebanonUniv Southampton, IT Innovat, Southampton, Hants, England
Danach, Kassem
[6
]
机构:
[1] Univ Southampton, IT Innovat, Southampton, Hants, England
[2] Univ Artois, IUT Bethune, Dept R&T, F-62000 Bethune, France
[3] Lab Concept Optimisat & Modelisat Syst, LCOMS EA 7306, Metz, France
[4] Univ Lorraine, F-57000 Metz, France
[5] Univ Fed Rio de Janeiro, COPPE PESC, POB 68511, BR-21941972 Rio De Janeiro, RJ, Brazil
In this paper, we address the problem of humanitarian aids distribution across refugee camps in war-ridden areas from a network design perspective. We show that the problem can be modeled as a variant of multi-period hub location problem with a particular demand pattern resulted by the user's behavior. The problem has been motivated by a case study of Lebanese experience in Syrian war refugee accommodation. We elaborate on the complexity and real-life constraints and, propose a compact formulation of a mathematical model of the problem. We then show that modeling the problem using a Benders paradigm drives O (n(3)) variables of the original compact model unnecessary in addition to the constraints that are being projected out in a typical Benders decomposition. Additionally, we identify several classes of valid inequalities together with efficient separation procedures leading to a cut-and-Benders approach. Our extensive computational experiments on the case study with real data as well as randomly generated instances proves the performance of proposed solution methods.
机构:
Univ Lille Nord France, F-59000 Lille, France
Univ Artois, Lab Genie Informat & Automat, F-62400 Bethune, France
Fraunhofer Inst Ind Math ITWM, Dept Optimizat, Kaiserslautern, Germany
Tech Univ Kaiserslautern, Dept Math, D-67653 Kaiserslautern, GermanyUniv Lille Nord France, F-59000 Lille, France
Gelareh, Shahin
Monemi, Rahimeh Neamatian
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机构:
Univ Lille Nord France, Ifsttar, F-59666 Lille, FranceUniv Lille Nord France, F-59000 Lille, France
Monemi, Rahimeh Neamatian
Nickel, Stefan
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机构:
Karlsruhe Inst Technol, Inst Operat Res, D-76021 Karlsruhe, Germany
Fraunhofer Inst Ind Math ITWM, Kaiserslautern, GermanyUniv Lille Nord France, F-59000 Lille, France
机构:
Univ Elect Sci & Technol China, Sch Management & Econ, Chengdu 611731, Peoples R ChinaUniv Elect Sci & Technol China, Sch Management & Econ, Chengdu 611731, Peoples R China
Yang, Yongjian
Yin, Yunqiang
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机构:
Univ Elect Sci & Technol China, Sch Management & Econ, Chengdu 611731, Peoples R ChinaUniv Elect Sci & Technol China, Sch Management & Econ, Chengdu 611731, Peoples R China
Yin, Yunqiang
Wang, Dujuan
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机构:
Sichuan Univ, Business Sch, Chengdu 610064, Peoples R ChinaUniv Elect Sci & Technol China, Sch Management & Econ, Chengdu 611731, Peoples R China
Wang, Dujuan
Ignatius, Joshua
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机构:
Univ Exeter, Ctr Simulat, Analyt & Modelling CSAM, Business Sch, Exeter EX4 4PU, EnglandUniv Elect Sci & Technol China, Sch Management & Econ, Chengdu 611731, Peoples R China
Ignatius, Joshua
Cheng, T. C. E.
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机构:
Hong Kong Polytech Univ, Dept Logist, Maritime Studies, Hung Hom, Hong Kong, Peoples R ChinaUniv Elect Sci & Technol China, Sch Management & Econ, Chengdu 611731, Peoples R China
Cheng, T. C. E.
Dhamotharan, Lalitha
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机构:
Univ Exeter, Ctr Simulat, Analyt & Modelling CSAM, Business Sch, Exeter EX4 4PU, EnglandUniv Elect Sci & Technol China, Sch Management & Econ, Chengdu 611731, Peoples R China