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Abstract:
In this paper, we investigate the two-stage submodular maximization problem, where there is a collection F={f1,…,fm} of m submodular functions which are defined on the same element ground set Ω. The goal is to select a subset S⊆Ω of size at most such that [Formula presented] is maximized, where I denotes a specifically-defined 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. © 2020 Elsevier B.V.
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Source :
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
Cited Count:
SCOPUS Cited Count: 11
ESI Highly Cited Papers on the List: 0 Unfold All
WanFang Cited Count:
Chinese Cited Count:
30 Days PV: 9
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