Chaos particle swarm optimization with Eensemble of chaotic systems

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F15%3A43873603" target="_blank" >RIV/70883521:28140/15:43873603 - isvavai.cz</a>

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Chaos particle swarm optimization with Eensemble of chaotic systems

Original language description

In this study the Chaotic Particle Swarm Optimization (CPSO) algorithm with six simultaneously used chaotic pseudo-random number generators (CPRNG) is investigated. The implementation of chaotic sequences is detailed and discussed. The Ensemble learningapproach is used for assigning CPRNGs to particles. The results of proposed algorithm on IEEE CEC'13 Real-Parameter Single Objective Optimization benchmark set are presented and compared with the SPSO-2011.

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

IN - Informatics

OECD FORD branch

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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

Publication year

2015

Confidentiality

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

Name of the periodical

Swarm and Evolutionary Computation

ISSN

2210-6502

e-ISSN

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Volume of the periodical

25

Issue of the periodical within the volume

7

Country of publishing house

NL - THE KINGDOM OF THE NETHERLANDS

Number of pages

7

Pages from-to

29-35

UT code for WoS article

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EID of the result in the Scopus database

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