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作者:

Chang, Hong (Chang, Hong.) | Jin, Jing (Jin, Jing.) | Liu, Zhicheng (Liu, Zhicheng.) | Du, Donglei (Du, Donglei.) | Zhang, Xiaoyan (Zhang, Xiaoyan.)

收录:

EI Scopus SCIE

摘要:

The BP problem maximizes the sum of a suBmodular function and a suPermodular function(BP) subject to some constraints, where both functions are nonnegative and monotonic. This problem has been widely studied under the single-stage setting. In this paper, we consider a variant of the BP maximization problem. The problem is a two-stage BP maximization problem subject to a p-matroid constraint, for which we propose an approximation algorithm with constant approximation ratio parameterized by the curvatures of the two functions involved.

关键词:

Submodular term Curvature p-matroid constraint Two-stage BP maximization Supermodular term

作者机构:

  • [ 1 ] [Chang, Hong]Nanjing Normal Univ, Inst Math, Sch Math Sci, Nanjing 210023, Peoples R China
  • [ 2 ] [Zhang, Xiaoyan]Nanjing Normal Univ, Inst Math, Sch Math Sci, Nanjing 210023, Peoples R China
  • [ 3 ] [Chang, Hong]Nanjing Normal Univ, Key Lab NSLSCS, Minist Educ, Nanjing 210023, Peoples R China
  • [ 4 ] [Zhang, Xiaoyan]Nanjing Normal Univ, Key Lab NSLSCS, Minist Educ, Nanjing 210023, Peoples R China
  • [ 5 ] [Jin, Jing]Nanjing Normal Univ, Coll Taizhou, Taizhou 225300, Peoples R China
  • [ 6 ] [Liu, Zhicheng]Beijing Univ Technol, Beijing Inst Sci & Engn Comp, Beijing 100124, Peoples R China
  • [ 7 ] [Du, Donglei]Univ New Brunswick, Fac Management, Fredericton, NB E3B 5A3, Canada

通讯作者信息:

  • [Zhang, Xiaoyan]Nanjing Normal Univ, Inst Math, Sch Math Sci, Nanjing 210023, Peoples R China;;[Zhang, Xiaoyan]Nanjing Normal Univ, Key Lab NSLSCS, Minist Educ, Nanjing 210023, Peoples R China

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来源 :

THEORETICAL COMPUTER SCIENCE

ISSN: 0304-3975

年份: 2024

卷: 994

1 . 1 0 0

JCR@2022

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