New Adaptive Approach for Multi-chaotic Differential Evolution Concept

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F15%3A86096667" target="_blank" >RIV/61989100:27240/15:86096667 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/70883521:28140/15:43874105 RIV/61989100:27740/15:86096667

Výsledek na webu

<a href="http://dx.doi.org/10.1007/978-3-319-19644-2_20" target="_blank" >http://dx.doi.org/10.1007/978-3-319-19644-2_20</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/978-3-319-19644-2_20" target="_blank" >10.1007/978-3-319-19644-2_20</a>

Jazyk výsledku

angličtina

Název v původním jazyce

New Adaptive Approach for Multi-chaotic Differential Evolution Concept

Popis výsledku v původním jazyce

This research deals with the hybridization of the two soft computing fields, which are the chaos theory and evolutionary computation. This paper aims on the investigations on the adaptive multi-chaos-driven evolutionary algorithm Differential Evolution (DE) concept. This paper is aimed at the embedding and adaptive alternating of set of two discrete dissipative chaotic systems in the form of chaotic pseudo random number generators for the DE. In this paper the novel adaptive concept of DE/rand/1/bin strategy driven alter- nately by two chaotic maps (systems) is introduced. From the previous research, it follows that very promising results were obtained through the utilization of different chaotic maps, which have unique properties with connection to DE. The idea is then to connect these two different influences to the performance of DE into the one adaptive multi-chaotic concept with automatic switching without prior knowledge of the optimization problem and without any manual setting

Název v anglickém jazyce

New Adaptive Approach for Multi-chaotic Differential Evolution Concept

Popis výsledku anglicky

This research deals with the hybridization of the two soft computing fields, which are the chaos theory and evolutionary computation. This paper aims on the investigations on the adaptive multi-chaos-driven evolutionary algorithm Differential Evolution (DE) concept. This paper is aimed at the embedding and adaptive alternating of set of two discrete dissipative chaotic systems in the form of chaotic pseudo random number generators for the DE. In this paper the novel adaptive concept of DE/rand/1/bin strategy driven alter- nately by two chaotic maps (systems) is introduced. From the previous research, it follows that very promising results were obtained through the utilization of different chaotic maps, which have unique properties with connection to DE. The idea is then to connect these two different influences to the performance of DE into the one adaptive multi-chaotic concept with automatic switching without prior knowledge of the optimization problem and without any manual setting

Druh

D - Stať ve sborníku

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

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

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2015

Kód důvěrnosti údajů

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

Název statě ve sborníku

Lecture Notes in Computer Science. Volume 9121

ISBN

978-3-319-19643-5

ISSN

0302-9743

e-ISSN

—

Počet stran výsledku

10

Strana od-do

234-243

Název nakladatele

Springer Verlag

Místo vydání

London

Místo konání akce

Bilbao

Datum konání akce

22. 6. 2015

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

000363689900020