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Sensitivity analysis for bottleneck assignment problems

delete2022-11-01
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OA
AI
E
Elad Michael *
T
Tony A. Wood
C
Chris Manzie
I
Iman Shames
DOI:10.1016/j.ejor.2022.02.037delete
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摘要

摘要

En 中文
In assignment problems, decision makers are often interested in not only the optimal assignment, but also the sensitivity of the optimal assignment to perturbations in the assignment weights. Typically, only perturbations to individual assignment weights are considered. We present a novel extension of the tra-ditional sensitivity analysis by allowing for simultaneous variations in all assignment weights. Focusing on the bottleneck assignment problem, we provide two different methods of quantifying the sensitivity of the optimal assignment, and present algorithms for each. Numerical examples as well as a discussion of the complexity for all algorithms are provided. (c) 2022 Elsevier B.V. All rights reserved.
Keyword:
Assignment
Robustness and sensitivity analysis
Bottleneck
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期刊

European Journal of Operational Research 封面图
European Journal of Operational Research
IF:
6
论文数:
2.2W
被引数:
6.4W

机构

E
Ecole Polytechnique Federale de Lausanne
学者数:
1.7W
论文数: 1.3W
被引数: 25
S
swiss federal institutes of technology domain
学者数:
9.0W
论文数: 8.0W
被引数: 163
U
university of melbourne
学者数:
5.7W
论文数: 5.4W
被引数: 69
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