Firework algorithm dynamics simulated and analyzed with the aid of 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%3A63517179" target="_blank" >RIV/70883521:28140/17:63517179 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.7148/2017-0313" target="_blank" >http://dx.doi.org/10.7148/2017-0313</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.7148/2017-0313" target="_blank" >10.7148/2017-0313</a>
Alternative languages
Result language
angličtina
Original language name
Firework algorithm dynamics simulated and analyzed with the aid of complex network
Original language description
In this paper, we are presenting a visualization of Firework Algorithm (FWA) inner dynamics as an evolving complex network. Recent research in unconventional controlling and simulation of metaheuristic dynamics shows that this kind of visualization technique has been utilized only for algorithms with some social communication or behavior leading to sharing information across the population. Our simulation experiment presents the original approach for analyzing the complex dynamics of an algorithm based mostly on random/local search engines. Provided analysis suggests that the built network can be used for identification of test function surfaces types.
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
6
Pages from-to
313-318
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
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