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Stochastic dominance based comparison for system selection

delete2012-08-01
delete14
PRE
AI
D
D. Batur *
F
F. Choobineh
DOI:10.1016/j.ejor.2012.02.018delete
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摘要

摘要

En 中文
We present two complementing selection procedures for comparing simulated systems based on the stochastic dominance relationship of a performance metric of interest. The decision maker specifies an output quantile set representing a section of the distribution of the metric, e.g., downside or upside risks or central tendencies, as the basis for comparison. The first procedure compares systems over the quantile set of interest by a first-order stochastic dominance criterion. The systems that are deemed nondominant in the first procedure could be compared by a weaker almost first-order stochastic dominance criterion in the second procedure. Numerical examples illustrate the capabilities of the proposed procedures. (C) 2012 Elsevier B.V. All rights reserved.
Keyword:
Simulation
System selection
Risk
First-order stochastic dominance
Almost first-order stochastic dominance
Quantile
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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

U
University of Nebraska Lincoln
学者数:
7.8K
论文数: 6.5K
被引数: 2.0W
University of Nebraska System 封面图
University of Nebraska System
学者数:
2.7W
论文数: 2.3W
被引数: 58
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