Simulation Optimization - Testing Selected Optimization Methods and Their Setting of the Parameters
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23210%2F14%3A43922772" target="_blank" >RIV/49777513:23210/14:43922772 - isvavai.cz</a>
Result on the web
<a href="http://www.scientific.net/AMR.980.198" target="_blank" >http://www.scientific.net/AMR.980.198</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.4028/www.scientific.net/AMR.980.198" target="_blank" >10.4028/www.scientific.net/AMR.980.198</a>
Alternative languages
Result language
angličtina
Original language name
Simulation Optimization - Testing Selected Optimization Methods and Their Setting of the Parameters
Original language description
The paper deals with testing optimization methods and their setting of the parameters used to search for the global optimum of specified objective functions. The objective functions were specified considering the objectives of the discrete event simulation models. We specified the evaluation methods considering the success of finding the global optimum (or the best found objective function value) the in defined search space. We tested Random Search, Hill Climbing, Tabu Search, Local Search, Downhill Simplex, Simulated Annealing, Differential Evolution and Evolution Strategy. After the testing we proposed some slight modifications of the Downhill Simplex and Differential Evolution optimization methods.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
JR - Other machinery industry
OECD FORD branch
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Result continuities
Project
<a href="/en/project/ED2.1.00%2F03.0093" target="_blank" >ED2.1.00/03.0093: Regional Technological Institute - RTI</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Modern Technologies for Engineering, Applied Mechanics and Material Science
ISBN
978-3-03835-158-0
ISSN
1022-6680
e-ISSN
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Number of pages
5
Pages from-to
198-202
Publisher name
Trans Tech Publications
Place of publication
Durnten-Zurich, Switzerland
Event location
Sarawak, Malaysia
Event date
Jun 7, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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