On performance improvement of the SOMA swarm based algorithm and its complex network duality
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27740%2F16%3A86099248" target="_blank" >RIV/61989100:27740/16:86099248 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27240/16:86099248
Result on the web
<a href="http://dx.doi.org/10.1109/CEC.2016.7744361" target="_blank" >http://dx.doi.org/10.1109/CEC.2016.7744361</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/CEC.2016.7744361" target="_blank" >10.1109/CEC.2016.7744361</a>
Alternative languages
Result language
angličtina
Original language name
On performance improvement of the SOMA swarm based algorithm and its complex network duality
Original language description
In this participation, we are continuing in our research on swarm based algorithm SOMA - Self Organized Migrating Algorithm and its use on problems defined in Competition track at WCCI 2016. In this paper we described SOMA algorithm, its conversion into complex network and we present modification called SOMARemove. Also we compare classical SOMA algoritm with SOMARemove on the first 8 functions of CEC15 benchmark in order to test the increase of the performance of new modification.
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/GA15-06700S" target="_blank" >GA15-06700S: Unconventional Control of Complex Systems</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
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
2016 IEEE Congress on Evolutionary Computation, CEC 2016
ISBN
978-1-5090-0622-9
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
4494-4500
Publisher name
Institute of Electrical and Electronics Engineers
Place of publication
New York
Event location
Vancouver
Event date
Jul 24, 2016
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000390749104089