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タイトルA Framework for the Optimization of Discrete-Event Simulation Models
本文(外部サイト)http://hdl.handle.net/2060/20040110395
著者(英)White, N. H.; Unal, R.; Joshi, B. D.; Morris, W. D.
著者所属(英)NASA Langley Research Center
発行日1996-01-01
言語eng
内容記述With the growing use of computer modeling and simulation, in all aspects of engineering, the scope of traditional optimization has to be extended to include simulation models. Some unique aspects have to be addressed while optimizing via stochastic simulation models. The optimization procedure has to explicitly account for the randomness inherent in the stochastic measures predicted by the model. This paper outlines a general purpose framework for optimization of terminating discrete-event simulation models. The methodology combines a chance constraint approach for problem formulation, together with standard statistical estimation and analyses techniques. The applicability of the optimization framework is illustrated by minimizing the operation and support resources of a launch vehicle, through a simulation model.
NASA分類Systems Analysis and Operations Research
権利No Copyright


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