A Comparison of Control-Parameter-Free Algorithms for Single-Objective Optimization
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F10%3AA1100YDE" target="_blank" >RIV/61988987:17610/10:A1100YDE - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
A Comparison of Control-Parameter-Free Algorithms for Single-Objective Optimization
Original language description
Five self-adaptive algorithms for single-objective optimization are compared on six benchmark functions at three levels of problem dimension (dimension levels are 5, 10, and 30, resp.). The performance of the algorithms differs very significantly both inthe reliability of the search and in time demands. The variants of differential evolution with a competitive self-adaptive mechanism appear as the best preforming algorithms on these benchmark problems. The recommendations for the use of algorithms in real-world problems are derived from the experimental results.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
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Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2010
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
MENDEL 2010, 16th International Conferenc e on Soft Computing
ISBN
978-80-214-4120-0
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
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Publisher name
University of Technology
Place of publication
Brno
Event location
Brno
Event date
Jun 23, 2010
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000288144100011