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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.
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来源 :
THEORETICAL COMPUTER SCIENCE
ISSN: 0304-3975
年份: 2021
卷: 853
页码: 57-64
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JCR@2022
ESI学科: COMPUTER SCIENCE;
ESI高被引阀值:87
JCR分区:4
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