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作者:

Yang, Ruiqi (Yang, Ruiqi.) | Gu, Shuyang (Gu, Shuyang.) | Gao, Chuangen (Gao, Chuangen.) | Wu, Weili (Wu, Weili.) | Wang, Hua (Wang, Hua.) | Xu, Dachuan (Xu, Dachuan.) (学者:徐大川)

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CPCI-S EI Scopus SCIE

摘要:

In this paper, we investigate the two-stage submodular maximization problem, where there is a collection F = {f(1,) ..., f(m)} of m submodular functions which are defined on the same element ground set ?. The goal is to select a subset S subset of Omega of size at most l such that 1/m Sigma(f is an element of F)maxT subset of S,T is an element of If(T) is maximized, where I denotes a specificallydefined independence system. We consider the two-stage submodular maximization with a P-matroid constraint and present a (1/( P + 1))(1 - 1/e((P+1)))-approximation algorithm. Furthermore, we extend the algorithm to the two-stage submodular maximization with a more generalized P-exchange system constraint and show the approximation ratio can be maintained with slightly modifications of the algorithm. (C) 2020 Elsevier B.V. All rights reserved.

关键词:

Independence system constraints Approximation algorithms Submodular maximization

作者机构:

  • [ 1 ] [Yang, Ruiqi]Beijing Univ Technol, Dept Operat Res & Informat Engn, Beijing 100124, Peoples R China
  • [ 2 ] [Xu, Dachuan]Beijing Univ Technol, Dept Operat Res & Informat Engn, Beijing 100124, Peoples R China
  • [ 3 ] [Gu, Shuyang]Univ Texas Dallas, Dept Comp Sci, Richardson, TX 75080 USA
  • [ 4 ] [Wu, Weili]Univ Texas Dallas, Dept Comp Sci, Richardson, TX 75080 USA
  • [ 5 ] [Gao, Chuangen]Shandong Univ, Sch Comp Sci & Technol, Jinan 250101, Peoples R China
  • [ 6 ] [Wang, Hua]Shandong Univ, Sch Comp Sci & Technol, Jinan 250101, Peoples R China

通讯作者信息:

  • 徐大川

    [Xu, Dachuan]Beijing Univ Technol, Dept Operat Res & Informat Engn, Beijing 100124, Peoples R China

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来源 :

THEORETICAL COMPUTER SCIENCE

ISSN: 0304-3975

年份: 2021

卷: 853

页码: 57-64

1 . 1 0 0

JCR@2022

ESI学科: COMPUTER SCIENCE;

ESI高被引阀值:87

JCR分区:4

被引次数:

WoS核心集被引频次: 10

SCOPUS被引频次: 11

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

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