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Abstract:
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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THEORETICAL COMPUTER SCIENCE
ISSN: 0304-3975
Year: 2021
Volume: 853
Page: 57-64
1 . 1 0 0
JCR@2022
ESI Discipline: COMPUTER SCIENCE;
ESI HC Threshold:87
JCR Journal Grade:4
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WoS CC Cited Count: 0
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ESI Highly Cited Papers on the List: 0 Unfold All
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30 Days PV: 0
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