Evaluating the Performance of SHADE with Competing Strategies on CEC 2014 Single-Parameter Test Suite
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F16%3AA1701GKA" target="_blank" >RIV/61988987:17310/16:A1701GKA - 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
Evaluating the Performance of SHADE with Competing Strategies on CEC 2014 Single-Parameter Test Suite
Original language description
Success-History Based Parameter Adaptation forDifferential Evolution (SHADE) is extended. An adaptive mechanism is implemented in new SHADE4 variant where four different strategies compete to create a new trial point. The strategieshave probabilities computed proportional to their success in previous generations during the search. A strategy is selected randomlyproportional to strategies? probabilities. Novel SHADE4 variant outperforms the original SHADE algorithm in the most of CEC 2014 test problems. The results of novel SHADE4algorithm are submitted to the Special Session and Competition on Single Objective Real-Parameter Numerical Optimization (Single parameter-operator set based case) at CEC 2016.
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
<a href="/en/project/LQ1602" target="_blank" >LQ1602: IT4Innovations excellence in science</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
CEC IEEE 2016
ISBN
9781509006229
ISSN
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e-ISSN
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Number of pages
8
Pages from-to
5002-5009
Publisher name
IEEE
Place of publication
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Event location
Vancouver
Event date
Jul 24, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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