SIMULATION OPTIMIZER AND OPTIMIZATION METHODS TESTING ON DISCRETE EVENT SIMULATIONS MODELS AND TESTING FUNCTIONS

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23210%2F13%3A43920142" target="_blank" >RIV/49777513:23210/13:43920142 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
SIMULATION OPTIMIZER AND OPTIMIZATION METHODS TESTING ON DISCRETE EVENT SIMULATIONS MODELS AND TESTING FUNCTIONS
Original language description
The paper deals with testing of selected optimization methods used for optimization of specified objective functions of three discrete event simulation models and four selected testing functions. The developed simulation optimizer uses modified optimization methods which automatically adapt input parameters of discrete event simulation models. Random Search, Hill Climbing, Tabu Search, Local Search, Downhill Simplex, Simulated Annealing, Differential Evolution and Evolution Strategy were modified in such a way that they are applicable for discrete event simulation optimization purposes. The other part of the application is focused on testing the implemented optimization methods. We have proposed some evaluation techniques which express the success of the optimization method in different ways. These techniques use calculated box plot characteristics from the series of optimization experiments.
Czech name
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Czech description
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Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Proceedings of the European Modeling and Simulation Symposium
ISBN
978-88-97999-22-5
ISSN
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e-ISSN
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Number of pages
10
Pages from-to
50-59
Publisher name
DIME Universita
Place of publication
Genova
Event location
ATHENS, GREECE
Event date
Sep 25, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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