Chaos-Based Optimization - A Review

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F17%3A63517320" target="_blank" >RIV/70883521:28140/17:63517320 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/61989100:27240/17:10238522 RIV/61989100:27740/17:10238522

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Chaos-Based Optimization - A Review

Popis výsledku v původním jazyce

This paper discusses the utilization of the complex chaotic dynamics given by the se- lected time-continuous chaotic systems as well as by the discrete chaotic maps, as the chaotic pseudo-random number generators and driving maps for the chaos based optimization. Such an optimization concept is utilizing direct out- put iterations of chaotic system transferred into the required numerical range as the replacement of traditional and default pseudo-random num- ber generators, or this concept uses the chaotic dynamics for mapping the search space mostly within the smart hybrid local search techniques. This paper shows totally three groups of complex chaotic dynamics given by chaotic ows, oscil- lators and discrete maps. Simulations of exam- ples of chaotic dynamics as unconventional gen- erators or mapped to the search space were per- formed, and related issues like parametric plots, distributions of such a systems, periodicity, and dependency on internally available parameters are brie y discussed in this paper.

Název v anglickém jazyce

Chaos-Based Optimization - A Review

Popis výsledku anglicky

This paper discusses the utilization of the complex chaotic dynamics given by the se- lected time-continuous chaotic systems as well as by the discrete chaotic maps, as the chaotic pseudo-random number generators and driving maps for the chaos based optimization. Such an optimization concept is utilizing direct out- put iterations of chaotic system transferred into the required numerical range as the replacement of traditional and default pseudo-random num- ber generators, or this concept uses the chaotic dynamics for mapping the search space mostly within the smart hybrid local search techniques. This paper shows totally three groups of complex chaotic dynamics given by chaotic ows, oscil- lators and discrete maps. Simulations of exam- ples of chaotic dynamics as unconventional gen- erators or mapped to the search space were per- formed, and related issues like parametric plots, distributions of such a systems, periodicity, and dependency on internally available parameters are brie y discussed in this paper.

Druh

J_ost - Ostatní články v recenzovaných periodicích

CEP obor

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OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

Výsledek vznikl pri realizaci vícero projektů. Více informací v záložce Projekty.

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2017

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

Journal of Advanced Engineering and Computation

ISSN

2588-123X

e-ISSN

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Svazek periodika

1

Číslo periodika v rámci svazku

1

Stát vydavatele periodika

VN - Vietnamská socialistická republika

Počet stran výsledku

12

Strana od-do

68-79

Kód UT WoS článku

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EID výsledku v databázi Scopus

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