A novel approach on evolutionary dynamics analysis - A progress report
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F17%3A10237788" target="_blank" >RIV/61989100:27240/17:10237788 - isvavai.cz</a>
Result on the web
<a href="https://www.sciencedirect.com/science/article/pii/S1877750317301126" target="_blank" >https://www.sciencedirect.com/science/article/pii/S1877750317301126</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.jocs.2017.08.010" target="_blank" >10.1016/j.jocs.2017.08.010</a>
Alternative languages
Result language
angličtina
Original language name
A novel approach on evolutionary dynamics analysis - A progress report
Original language description
In this paper, we discuss the possibility of unique mutual fusion of evolutionary algorithms, complex networks, strange dynamics and hidden attractors. As demonstrated in many research papers, evolutionary algorithms are capable of very complex tasks such as chaotic system control, identification or synthesis and vice versa; chaos can also be observed in the evolutionary dynamics, as originally demonstrated by various researchers. We propose a novel approach on how to analyze and control dynamic of the evolutionary algorithm and also discuss the possibility of strange dynamics analysis that can be a part of dynamic of evolutionary algorithms. In any words, we propose to understand algorithms as a discrete dynamical system that exhibits a wide spectrum of the behavior that can be controlled and analyzed. © 2017 Elsevier B.V.
Czech name
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Czech description
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Classification
Type
J<sub>SC</sub> - Article in a specialist periodical, which is included in the SCOPUS database
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
<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
2017
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Journal of Computational Science
ISSN
1877-7503
e-ISSN
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Volume of the periodical
In Press
Issue of the periodical within the volume
In Press
Country of publishing house
US - UNITED STATES
Number of pages
9
Pages from-to
"In Press"
UT code for WoS article
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EID of the result in the Scopus database
2-s2.0-85028324402