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作者:

Han, Lu (Han, Lu.) | Hao, Chunlin (Hao, Chunlin.) | Wu, Chenchen (Wu, Chenchen.) | Zhang, Zhenning (Zhang, Zhenning.)

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EI

摘要:

In this paper, we consider the lower-bounded k-median problem (LB k-median) that extends the classical k-median problem. In the LB k-median, a set of facilities, a set of clients and an integer k are given. Every facility has its own lower bound on the minimum number of clients that must be connected to the facility if it is opened. Every facility-client pair has its connection cost. We want to open at most k facilities and connect every client to some opened facility, such that the total connection cost is minimized. As our main contribution, we study the LB k-median and present our main bi-criteria approximation algorithm, which, for any given constant, outputs a solution that satisfies the lower bound constraints by a factor of and has an approximation ratio of, where is the state-of-art approximation ratio for the k-facility location problem (k-FL). Then, by extending the main algorithm to several general versions of the LB k-median, we show the versatility of our algorithm for the LB k-median. Last, through providing relationships between the constant and the approximation ratios, we demonstrate the performances of all the algorithms for the LB k-median and its generalizations. © 2020, Springer Nature Switzerland AG.

关键词:

Approximation algorithms Combinatorial mathematics

作者机构:

  • [ 1 ] [Han, Lu]Academy of Mathematics and Systems Science, Chinese Academy of Sciences, Beijing; 100190, China
  • [ 2 ] [Hao, Chunlin]Department of Operations Research and Information Engineering, Beijing University of Technology, Beijing; 100124, China
  • [ 3 ] [Wu, Chenchen]College of Science, Tianjin University of Technology, Tianjin; 300384, China
  • [ 4 ] [Zhang, Zhenning]Department of Operations Research and Information Engineering, Beijing University of Technology, Beijing; 100124, China

通讯作者信息:

  • [wu, chenchen]college of science, tianjin university of technology, tianjin; 300384, china

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来源 :

ISSN: 0302-9743

年份: 2020

卷: 12273 LNCS

页码: 627-639

语种: 英文

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WoS核心集被引频次: 0

SCOPUS被引频次: 3

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