The Adaptive Chemotactic Foraging with Differential Evolution algorithm

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27740%2F13%3A86089362" target="_blank" >RIV/61989100:27740/13:86089362 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1109/NaBIC.2013.6617839" target="_blank" >http://dx.doi.org/10.1109/NaBIC.2013.6617839</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/NaBIC.2013.6617839" target="_blank" >10.1109/NaBIC.2013.6617839</a>

Result language
angličtina
Original language name
The Adaptive Chemotactic Foraging with Differential Evolution algorithm
Original language description
This work proposes the application of a novel evolutionary approach called the Adaptive Chemotactic Foraging with Differential Evolution algorithm (ACF-DE) on benchmark problems. This method is based on the well-known Bacterial Foraging Optimization Algorithm (BFOA), applying appropriate Differential Evolution operators and including an adaptation scheme of the chemotaxis step size to concentrate the search in the desired optimal zone. The hybrid system is compared with those of related methods on benchmark problems showing its high performance in overcoming slow and premature convergence.
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)

Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
2013 World Congress on Nature and Biologically Inspired Computing, NaBIC 2013
ISBN
978-1-4799-1415-9
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
63-68
Publisher name
Elsevier
Place of publication
New York
Event location
Fargo
Event date
Aug 12, 2013
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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