A Simple Framework for Constrained Problems with Application of L-SHADE44 and IDE
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F17%3AA1801LYB" target="_blank" >RIV/61988987:17310/17:A1801LYB - 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 Simple Framework for Constrained Problems with Application of L-SHADE44 and IDE
Original language description
A simple framework for cooperation of evolutionary algorithms in the solution of constrained optimization problems is proposed and implemented using two advanced adaptive variants of differential evolution. The new algorithm is applied to the test problems defined for CEC 2017 competition on constrained single objective real-parameter optimization. The new algorithm finds acceptable solution in 75% of test problems in the all tested dimensions with high efficiency. However, the algorithm is not able to find any feasible solution in the rest 25% of the test problems. This issue is a field for next research.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10102 - Applied mathematics
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings
ISBN
978-150904601-0
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
1436-1443
Publisher name
Institute of Electrical and Electronics Engineers Inc.
Place of publication
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Event location
San Sebastian
Event date
Jun 5, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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