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作者:

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

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EI Scopus

摘要:

In this paper, we investigate the team formation problem to balance the coverage gained and the cost incurred. This problem can be formulated as maximizing the difference of two set functions (Formula Presented), where f is non-negative monotone approximately submodular function, and l is non-negative linear function. We propose three online bicriteria algorithms. The first two handle the cases where the function f is (Formula Presented)-weakly submodular, and strictly (Formula Presented)-weakly submodular, respectively. The last algorithm integrates the first two with more parameters introduced. © 2020, Springer Nature Switzerland AG.

关键词:

Computer science Computers Artificial intelligence

作者机构:

  • [ 1 ] [Wang, Yijing]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 ] [Du, Donglei]Faculty of Management, University of New Brunswick, Fredericton; E3B 5A3, Canada
  • [ 4 ] [Ma, Ran]School of Management Engineering, Qingdao University of Technology, Qingdao; 266525, China

通讯作者信息:

  • [ma, ran]school of management engineering, qingdao university of technology, qingdao; 266525, china

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来源 :

ISSN: 0302-9743

年份: 2020

卷: 12290 LNCS

页码: 25-36

语种: 英文

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