Network visualization of population dynamics in the differential evolution

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27740%2F16%3A86100039" target="_blank" >RIV/61989100:27740/16:86100039 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27240/16:86100039
Result on the web
<a href="http://ieeexplore.ieee.org/document/7376791/" target="_blank" >http://ieeexplore.ieee.org/document/7376791/</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/SSCI.2015.215" target="_blank" >10.1109/SSCI.2015.215</a>

Result language
angličtina
Original language name
Network visualization of population dynamics in the differential evolution
Original language description
The dynamics of populational metaheuristic algorithms, such as the differential evolution, can be represented by evolving complex networks. The differential evolution is a widely-used real parameter optimization method with excellent results and many real-world applications. The search for hidden relationships, behaviors, and patterns in complex networks representing populational metaheuristics can provide an interesting information about the underlying optimization processes. Various methods for visual network investigation and mining became very popular in the last decade and represent a natural set of tools for such analyses. Here, we introduce a new approach for the visual analysis of such network with a special emphasis on network readability. The proposed method is universal and can be applied to any type of complex network modelling any algorithm applied to any problem. (C) 2015 IEEE.
Czech name
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Czech description
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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)

Publication year
2016
Confidentiality
C - Předmět řešení projektu podléhá obchodnímu tajemství (§ 504 Občanského zákoníku), ale název projektu, cíle projektu a u ukončeného nebo zastaveného projektu zhodnocení výsledku řešení projektu (údaje P03, P04, P15, P19, P29, PN8) dodané do CEP, jsou upraveny tak, aby byly zveřejnitelné.

Article name in the collection
Proceedings - 2015 IEEE Symposium Series on Computational Intelligence, SSCI 2015
ISBN
978-1-4799-7560-0
ISSN
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e-ISSN
—
Number of pages
7
Pages from-to
1522-1528
Publisher name
IEEE
Place of publication
Vienna
Event location
Kapské Město
Event date
Dec 7, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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