Innovative Strategy of SOMA Control Parameter Setting

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F11%3A43867263" target="_blank" >RIV/70883521:28140/11:43867263 - 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
Innovative Strategy of SOMA Control Parameter Setting
Original language description
SOMA - Self-Organizing Migration Algorithm is highly effective tool of evolutionary optimization as already proven on many real life problems. This article introduces new innovative strategy how to set one of the most important SOMA control parameter PRT, which makes the algorithm even more efficient. 996.3E6 single evaluations have been calculated for 10 different test functions to statistically prove impact of this improvement. Application of the strategy proposed by this article can bring better results in about 50% of optimized functions and possibly even achieve breakthrough in cases, which standard SOMA setting does not perform well.
Czech name
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Czech description
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Project
<a href="/en/project/2C06007" target="_blank" >2C06007: Intelligent approach to energetic system control of urban agglomeration.</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
12th WSEAS International Conference on Neural Networks, Fuzzy Systems, Evolutionary Computing & Automation
ISBN
978-960-474-292-9
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
70-75
Publisher name
WSEAS press
Place of publication
Timisoara
Event location
Brasov
Event date
Apr 11, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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