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摘要:
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.
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来源 :
THEORETICAL COMPUTER SCIENCE
ISSN: 0304-3975
年份: 2021
卷: 854
页码: 68-76
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JCR@2022
ESI学科: COMPUTER SCIENCE;
ESI高被引阀值:87
JCR分区:4
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