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Conference object . 2002
Data sources: Hal
image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao
HAL Clermont Université
Conference object . 2002
https://doi.org/10.1109/icsmc....
Article . 2003 . Peer-reviewed
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A two-stage simulation optimization heuristic for robust design

Authors: Pierreval, Henri; Durieux, S.;

A two-stage simulation optimization heuristic for robust design

Abstract

The optimization of simulation models is generally performed with fixed environmental conditions. However, in practice disturbances can modify the expected environment (modification of the part mix or of the customer orders In a manufacturing systems, etc.). In order to provide solutions that are robust w. r. t. such modifications, we propose a new methodology that is closer to the decision-makers' reasoning than more classical approaches, such as the use of signal to noise ratio. In order to be able to compare solutions in terms of cost, a first heuristic search determines the (near) best solution and its performance. In a second stage, we consider several possible production environments and a second simulation optimization is performed. Solutions are evaluated according the performance (expressed in terms of costs) of what they would lead to save or to loose on other environments than the expected one. Referee curves allows these solutions to be compared in accordance with the decision-makers' requirements.

Country
France
Keywords

[INFO] Computer Science [cs], [PHYS] Physics [physics]

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    popularity
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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
3
Average
Average
Average
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