UNCOVERING COMMUNICATION DENSITY IN PSO USING COMPLEX NETWORK
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F17%3A63517153" target="_blank" >RIV/70883521:28140/17:63517153 - isvavai.cz</a>
Result on the web
<a href="http://www.scs-europe.net/dlib/2017/ecms2017acceptedpapers/0306-is_ECMS2017_0128.pdf" target="_blank" >http://www.scs-europe.net/dlib/2017/ecms2017acceptedpapers/0306-is_ECMS2017_0128.pdf</a>
DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
UNCOVERING COMMUNICATION DENSITY IN PSO USING COMPLEX NETWORK
Original language description
In this study, we investigate the communication in particle swarm optimization (PSO) by the means of network visualization. We measure the communication density of PSO optimizing four different benchmark functions. It is presented that the communication density varies over different fitness landscapes and in different phases of the optimizing process. We analyze the results in terms of use for future 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
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
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
Proceedings - 31st European Conference on Modelling and Simulation, ECMS 2017
ISBN
978-099324404-9
ISSN
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e-ISSN
neuvedeno
Number of pages
7
Pages from-to
306-312
Publisher name
European Council for Modelling and Simulation
Place of publication
Madrid
Event location
Budapešť
Event date
May 23, 2017
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000404420000046