Competitive-adaptive differential evolution with rotation-invariant strategies

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17610%2F14%3AA1501B6H" target="_blank" >RIV/61988987:17610/14:A1501B6H - 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
Competitive-adaptive differential evolution with rotation-invariant strategies
Original language description
A modified competitive-adaptive differential evolution (DE) algorithm is proposed and tested experimentally on the test suite defined for the competition of optimization algorithms at CEC 2013. The algorithm combines twelve various DE strategies and a randomized reflection of simplex. The simplex is created from randomly selected points of population. The reflection generates a new trial point by a rotation-invariant strategy quite different from DE, which has appeared beneficial for the efficiency of the search in many test problems. The reasons of worse efficiency of the algorithm in some problems is also analyzed.
Czech name
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Czech description
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Project
<a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Publication year
2014
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
20th International Conference on Soft Computing MENDEL 2014
ISBN
978-80-214-4984-8
ISSN
1803-3814
e-ISSN
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Number of pages
6
Pages from-to
59-64
Publisher name
Brno University of Technology
Place of publication
Brno
Event location
Brno
Event date
Jun 25, 2014
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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