Simulation optimizer used for testing optimization methods

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23210%2F16%3A43931501" target="_blank" >RIV/49777513:23210/16:43931501 - 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 used for testing optimization methods
Original language description
The paper deals with the developed simulation optimizer used for testing different optimization methods on discrete simulation models and testing functions. Various modified heuristic (metaheuristic) optimization methods - Random Search, Downhill Simplex, Hill Climbing, Tabu Search, Local Search, Simulated Annealing, Evolution Strategy; Differential Evolution and Self Organizing Migrating Algorithm - are implemented in the proposed simulation optimizer. The simulation optimizer can also be remotely controlled by an application using client - server architecture. The architecture Client - Server was chosen to accelerate the testing of a large number of different settings of the implemented heuristic optimization methods. Furthermore, we developed an application that automatically evaluates the success of finding the optimum by the optimization methods and other evaluation criteria.
Czech name
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Czech description
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Project
<a href="/en/project/LO1502" target="_blank" >LO1502: Development of Regional Technological Institute</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Vision 2020: Innovation Management, Development Sustainability, and Competitive Economic Growth
ISBN
978-0-9860419-8-3
ISSN
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e-ISSN
neuvedeno
Number of pages
17
Pages from-to
1429-1445
Publisher name
International Business Information Management Association - IBIMA
Place of publication
Norristown
Event location
Seville, Spain
Event date
Nov 9, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000392785700146

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