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作者:

Wang, Yijing (Wang, Yijing.) | Zhang, Dongmei (Zhang, Dongmei.) | Zhang, Yapu (Zhang, Yapu.) | Zhang, Zhenning (Zhang, Zhenning.)

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摘要:

In this work, we investigate the problem that maximizes a weakly k-submodular function under the matroid constraint. Different from traditional submodular function maximization, there are k disjoint subsets in k-submodular function optimization, instead of a single set in the submodular maximization. For the weakly k-submodular maximization problem, we provide a greedy algorithm whose approximation ratio is alpha/(1 + alpha), where parameter 0 < alpha <= 1 is the orthant submodularity ratio. Then we extend to cardinality constraint which maintains the same performance ratio.

关键词:

Cardinality constraint k-submodular Approximation algorithms Matroid constraint Weak function

作者机构:

  • [ 1 ] [Wang, Yijing]Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
  • [ 2 ] [Zhang, Dongmei]Shandong Jianzhu Univ, Sch Comp Sci & Technol, Jinan 250101, Peoples R China
  • [ 3 ] [Zhang, Yapu]Beijing Univ Technol, Beijing Inst Sci & Engn Comp, Beijing 100124, Peoples R China
  • [ 4 ] [Zhang, Zhenning]Beijing Univ Technol, Beijing Inst Sci & Engn Comp, Beijing 100124, Peoples R China

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来源 :

THEORY AND APPLICATIONS OF MODELS OF COMPUTATION, TAMC 2022

ISSN: 0302-9743

年份: 2022

卷: 13571

页码: 393-401

被引次数:

WoS核心集被引频次: 1

SCOPUS被引频次: 1

ESI高被引论文在榜: 0 展开所有

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