Simulation Optimization - Testing Evolution Strategy and Simulated Annealing 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%2F15%3A43926295" target="_blank" >RIV/49777513:23210/15:43926295 - isvavai.cz</a>
Result on the web
<a href="http://www.ibima.org/NL2015/papers/enek.html" target="_blank" >http://www.ibima.org/NL2015/papers/enek.html</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Simulation Optimization - Testing Evolution Strategy and Simulated Annealing and Their Setting of the Parameters
Original language description
The paper deals with testing selected optimization methods - Random Search, Hill Climbing, Tabu Search, Local Search, Downhill Simplex, Simulated Annealing, Differential Evolution and Evolution Strategy. The paper is especially focused on Evolution Strategy and Simulated Annealing and their setting of the parameters used to search for the global optimum of specified objective functions (considering the objectives of the discrete event simulation models - "The Assembly Line", "The Penalty" and "The Manufacturing System and Logistics") and testing functions - DeJong's, Rosenbrock's, Michalewicz's and Ackley's. The optimization methods had to be modified for simulation optimization. We specified the evaluation methods considering the success of finding the global optimum defined in the search space.
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
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Innovation Vision 2020: From Regional Development Sustainability to Global Economic Growth
ISBN
978-0-9860419-4-5
ISSN
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e-ISSN
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Number of pages
18
Pages from-to
1754-1771
Publisher name
International Business Information Management Association (IBIMA
Place of publication
Amsterdam
Event location
Amsterdam
Event date
May 7, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000360508700172