A Hybrid Computational Chemotaxis in Bacterial Foraging Optimization Algorithm for Global Numerical Optimization
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27740%2F13%3A86089373" target="_blank" >RIV/61989100:27740/13:86089373 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/CYBConf.2013.6617428" target="_blank" >http://dx.doi.org/10.1109/CYBConf.2013.6617428</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/CYBConf.2013.6617428" target="_blank" >10.1109/CYBConf.2013.6617428</a>
Alternative languages
Result language
angličtina
Original language name
A Hybrid Computational Chemotaxis in Bacterial Foraging Optimization Algorithm for Global Numerical Optimization
Original language description
This paper first proposes a simple scheme for adapting the chemotactic step size of the Bacterial Foraging Optimization Algorithm (BFOA), and then this new adaptation and two very popular optimization techniques called Partic le Swarm Optimization (PSO)and Differential Evolution (DE) are coupled in a new hybrid approach named Adaptive Chemotactic Bacterial Swarm Foraging Optimization with Differential Evolution Strategy (ACBSFO-DES). This novel technique has been shown to overcome the problems of premature convergence and slow of both the classical BFOA and the other BFOA hybrid variants over several benchmark 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
<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)
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
2013 IEEE International Conference on Cybernetics, CYBCONF 2013
ISBN
978-1-4673-6469-0
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
213-218
Publisher name
IEEE
Place of publication
New York
Event location
Lausanne
Event date
Jun 13, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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