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author:

Sun, Xin (Sun, Xin.) [1] | Xu, Dachuan (Xu, Dachuan.) [2] | Guo, Longkun (Guo, Longkun.) [3] | Li, Min (Li, Min.) [4]

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Abstract:

In this paper, we study the generalized submodular maximization problem with a non-negative monotone submodular set function as the objective function and subject to a matroid constraint. The problem is generalized through the curvature parameter α∈[0,1] which measures how far a set function deviates from linearity to submodularity. We propose a deterministic approximation algorithm which uses the approximation algorithm proposed by Buchbinder et al. [2] as a building block and inherits the approximation guarantee for α=1. For general value of the curvature parameter α∈[0,1], we present an approximation algorithm with a factor of [Formula presented], where y∈[0,1] is a predefined parameter for tuning the ratio. In particular, when α=1 we obtain a ratio 0.5008 when setting y=0.9, coinciding with the renowned state-of-art approximate ratio; when α=0 that the object is a linear function, the approximation factor equals one and our algorithm is indeed an exact algorithm that always produces optimum solutions. © 2021 Elsevier B.V.

Keyword:

Approximation algorithms Combinatorial mathematics Parameter estimation Set theory

Community:

  • [ 1 ] [Sun, Xin]Department of Operations Research and Information Engineering, Beijing University of Technology, Beijing; 100124, China
  • [ 2 ] [Xu, Dachuan]Department of Operations Research and Information Engineering, Beijing University of Technology, Beijing; 100124, China
  • [ 3 ] [Guo, Longkun]Shandong Key Laboratory of Computer Networks, School of Computer Science and Technology, Shandong Computer Science Center, Qilu University of Technology (Shandong Academy of Sciences), Jinan; 250353, China
  • [ 4 ] [Guo, Longkun]School of Computer and Data Science, Fuzhou University, Fuzhou; 350116, China
  • [ 5 ] [Li, Min]School of Mathematics and Statistics, Shandong Normal University, Jinan; 250014, China

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Source :

Theoretical Computer Science

ISSN: 0304-3975

Year: 2021

Volume: 890

Page: 1-15

1 . 0 0 2

JCR@2021

0 . 9 0 0

JCR@2023

ESI HC Threshold:106

JCR Journal Grade:4

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 5

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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