Differential Evolution And Deterministic Chaotic Series: A Detailed Study

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F18%3A10241914" target="_blank" >RIV/61989100:27240/18:10241914 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/61989100:27740/18:10241914

Výsledek na webu

<a href="https://www.scopus.com/record/display.uri?eid=2-s2.0-85072033385&origin=resultslist&sort=plf-f&src=s&sid=3d226be15dcb82217aab5429cbbe5b41&sot=b&sdt=b&sl=88&s=TITLE-ABS-KEY%28Differential+Evolution+And+Deterministic+Chaotic+Series%3a+A+Detailed+Study%29&relpos=0&citeCnt=2&searchTerm=" target="_blank" >https://www.scopus.com/record/display.uri?eid=2-s2.0-85072033385&origin=resultslist&sort=plf-f&src=s&sid=3d226be15dcb82217aab5429cbbe5b41&sot=b&sdt=b&sl=88&s=TITLE-ABS-KEY%28Differential+Evolution+And+Deterministic+Chaotic+Series%3a+A+Detailed+Study%29&relpos=0&citeCnt=2&searchTerm=</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.13164/mendel.2018.2.061" target="_blank" >10.13164/mendel.2018.2.061</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Differential Evolution And Deterministic Chaotic Series: A Detailed Study

Popis výsledku v původním jazyce

This research represents a detailed insight into the modern and popular hybridization of deterministic chaotic dynamics and evolutionary computation. It isaimed at the influence of chaotic sequences on the performance of four selected Differential Evolution (DE) variants. The variants of interest were: originalDE/Rand/1/ and DE/Best/1/ mutation schemes, simple parameter adaptive jDE, and the recent state of the art version SHADE. Experiments are focused on theextensive investigation of the different randomization schemes for the selection of individuals in DE algorithm driven by the nine different two-dimensionaldiscrete deterministic chaotic systems, as the chaotic pseudo- random number generators. The performances of DE variants and their chaotic/non-chaoticversions are recorded in the one-dimensional settings of 10D and 15 test functions from the CEC 2015 benchmark, further statistically analyzed.

Název v anglickém jazyce

Differential Evolution And Deterministic Chaotic Series: A Detailed Study

Popis výsledku anglicky

This research represents a detailed insight into the modern and popular hybridization of deterministic chaotic dynamics and evolutionary computation. It isaimed at the influence of chaotic sequences on the performance of four selected Differential Evolution (DE) variants. The variants of interest were: originalDE/Rand/1/ and DE/Best/1/ mutation schemes, simple parameter adaptive jDE, and the recent state of the art version SHADE. Experiments are focused on theextensive investigation of the different randomization schemes for the selection of individuals in DE algorithm driven by the nine different two-dimensionaldiscrete deterministic chaotic systems, as the chaotic pseudo- random number generators. The performances of DE variants and their chaotic/non-chaoticversions are recorded in the one-dimensional settings of 10D and 15 test functions from the CEC 2015 benchmark, further statistically analyzed.

Druh

D - Stať ve sborníku

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

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2018

Kód důvěrnosti údajů

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

Název statě ve sborníku

Mendel. Volume 24

ISBN

—

ISSN

1803-3814

e-ISSN

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Počet stran výsledku

8

Strana od-do

61-68

Název nakladatele

Brno University of Technology

Místo vydání

Brno

Místo konání akce

Brno

Datum konání akce

26. 6. 2018

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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