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Author:

Wang, Yijing (Wang, Yijing.) | Xu, Dachuan (Xu, Dachuan.) (Scholars:徐大川) | Du, Donglei (Du, Donglei.) | Ma, Ran (Ma, Ran.)

Indexed by:

EI Scopus SCIE

Abstract:

In this work, we investigate online bicriteria algorithms that consider both coverage and cost in the team formation problem, which selects a set of experts with the objective of maximizing the difference of two set functions f - l, where function f is non-negative normalized monotone approximately submodular, and function l is non-negative linear. By exploiting the problem's combinatorial structure, we present three bicriteria algorithms along with their corresponding competitive analysis. The first two algorithms handle the cases where function f is gamma-weakly submodular, and strictly gamma-weakly submodular, respectively. The last algorithm is more general by integrating the first two with extra parameters introduced. (C) 2020 Elsevier B.V. All rights reserved.

Keyword:

Online algorithm Bicriteria Approximately submodular Linear function

Author Community:

  • [ 1 ] [Wang, Yijing]Beijing Univ Technol, Dept Operat Res & Informat Engn, Beijing 100124, Peoples R China
  • [ 2 ] [Xu, Dachuan]Beijing Univ Technol, Dept Operat Res & Informat Engn, Beijing 100124, Peoples R China
  • [ 3 ] [Du, Donglei]Univ New Brunswick, Fac Management, Fredericton, NB E3B 5A3, Canada
  • [ 4 ] [Ma, Ran]Qingdao Univ Technol, Sch Management Engn, Qingdao 266525, Peoples R China

Reprint Author's Address:

  • [Ma, Ran]Qingdao Univ Technol, Sch Management Engn, Qingdao 266525, Peoples R China

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Source :

THEORETICAL COMPUTER SCIENCE

ISSN: 0304-3975

Year: 2021

Volume: 854

Page: 68-76

1 . 1 0 0

JCR@2022

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:87

JCR Journal Grade:4

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 2

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