A New Variant of Competitive Differential Evolution Algorithm
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F13%3AA14018J3" target="_blank" >RIV/61988987:17310/13:A14018J3 - 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 New Variant of Competitive Differential Evolution Algorithm
Original language description
A new variant of the adaptive competitive differential evolution algorithm was proposed and tested experimentally on the CEC 2013 test suite. In the new variant, the adaptation is based on the competition of several strategies. Rotationinvariant current-to-pbest mutation is included into the pool of the competing strategies. The aim of the experimental comparison was to find whether the presence of the rotation-invariant strategy increases the efficiency of the differential evolution algorithm, especially on rotated objective functions. The results of the experiments showed that the new variant performed better in a few of the test problems, while the benefit was not observed in the majority of the test problems.
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
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Informatics 2013
ISBN
978-80-8143-127-2
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
304-308
Publisher name
FEEI TU of Košice
Place of publication
Košice
Event location
Spišská Nová Ves, Slovakia
Event date
Nov 5, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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