Chaos Enhanced Differential Evolution in the Task of Evolutionary Control of Discrete Chaotic Lozi Map
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F16%3A43875488" target="_blank" >RIV/70883521:28140/16:43875488 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27240/16:86100237
Result on the web
<a href="https://www.researchgate.net/publication/309102670_Chaos_enhanced_differential_evolution_in_the_task_of_evolutionary_control_of_discrete_chaotic_Lozi_map" target="_blank" >https://www.researchgate.net/publication/309102670_Chaos_enhanced_differential_evolution_in_the_task_of_evolutionary_control_of_discrete_chaotic_Lozi_map</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.15598/aeee.v14i3.1166" target="_blank" >10.15598/aeee.v14i3.1166</a>
Alternative languages
Result language
angličtina
Original language name
Chaos Enhanced Differential Evolution in the Task of Evolutionary Control of Discrete Chaotic Lozi Map
Original language description
In this paper, evolutionary technique Differential Evolution (DE) is used for the evolutionary tuning of controller parameters for the stabilization of selected discrete chaotic system, which is the two-dimensional Lozi map. The novelty of the approach is that the selected controlled discrete dissipative chaotic system is used within Chaos enhanced heuristic concept as the chaotic pseudo-random number generator to drive the mutation and crossover process in the DE. The idea was to utilize the hidden chaotic dynamics in pseudo-random sequences given by chaotic map to help Differential evolution algorithm in searching for the best controller settings for the same chaotic system. The optimizations were performed for three different required final behavior of the chaotic system, and two types of developed cost function. To confirm the robustness of presented approach, comparisons with canonical DE strategy and PSO algorithm have been performed.
Czech name
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Czech description
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Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
IN - Informatics
OECD FORD branch
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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)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2016
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Advances in Electrical and Electronic Engineering
ISSN
1336-1376
e-ISSN
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Volume of the periodical
14
Issue of the periodical within the volume
3
Country of publishing house
CZ - CZECH REPUBLIC
Number of pages
14
Pages from-to
304-317
UT code for WoS article
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EID of the result in the Scopus database
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