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Author:

Sun, Xin (Sun, Xin.) | Xu, Dachuan (Xu, Dachuan.) (Scholars:徐大川) | Guo, Longkun (Guo, Longkun.) | Li, Min (Li, Min.)

Indexed by:

CPCI-S EI Scopus

Abstract:

In the paper, we propose a deterministic approximation algorithm for maximizing a generalized monotone submodular function subject to a matroid constraint. The function is generalized through a curvature parameter, and essentially reduces to a submodular function when. Our algorithm employs the deterministic approximation devised by Buchbinder et al.[3] for the case of the problem as a building block, and eventually attains an approximation ratio of for the curvature parameter and for a calibrating parameter that is any. For, the ratio attains 0.5008 by setting, coinciding with the renowned performance guarantee of the problem. Moreover, when the submodular set function degenerates to a linear function, our generalized algorithm always produces optimum solutions and thus achieves an approximation ratio 1. © 2020, Springer Nature Switzerland AG.

Keyword:

Combinatorial mathematics Approximation algorithms Computation theory

Author 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]School of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan; 250353, China
  • [ 4 ] [Li, Min]School of Mathematics and Statistics, Shandong Normal University, Jinan; 250014, China

Reprint Author's Address:

  • [guo, longkun]school of computer science and technology, qilu university of technology (shandong academy of sciences), jinan; 250353, china

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Source :

ISSN: 0302-9743

Year: 2020

Volume: 12337 LNCS

Page: 205-214

Language: English

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count: 1

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 7

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