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作者:

Wu, Chenchen (Wu, Chenchen.) | Du, Donglei (Du, Donglei.) | Xu, Dachuan (Xu, Dachuan.) (学者:徐大川)

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摘要:

In this paper, we introduce a model of distributionally robust facility location problem (DRFLP) under moment constraints up to the second order. We show, via duality theory of moment problems, that the linear relaxation of the DRFLP is equivalent to that of the standard uncapacitated facility location problem (UFLP). Consequently, any LP-based approximation algorithm for the UFLP implies an approximation algorithm for the DRFLP with the same approximation ratio.

关键词:

Approximation algorithm Distributionally robust optimization Facility location problem

作者机构:

  • [ 1 ] [Wu, Chenchen]Tianjin Univ Technol, Coll Sci, Tianjin 300384, Peoples R China
  • [ 2 ] [Du, Donglei]Beijing Univ Technol, Dept Appl Math, Beijing 100124, Peoples R China
  • [ 3 ] [Xu, Dachuan]Beijing Univ Technol, Dept Appl Math, Beijing 100124, Peoples R China
  • [ 4 ] [Du, Donglei]Univ New Brunswick, Fac Business Adm, Fredericton, NB E3B 9Y2, Canada

通讯作者信息:

  • 徐大川

    [Xu, Dachuan]Beijing Univ Technol, Dept Appl Math, 100 Pingleyuan, Beijing 100124, Peoples R China

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来源 :

ADVANCES IN GLOBAL OPTIMIZATION

ISSN: 2194-1009

年份: 2015

卷: 95

页码: 99-107

语种: 英文

被引次数:

WoS核心集被引频次: 4

SCOPUS被引频次: 5

ESI高被引论文在榜: 0 展开所有

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