Chaos Driven PSO with Attractive Search Space Border Points

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F18%3A10241912" target="_blank" >RIV/61989100:27240/18:10241912 - isvavai.cz</a>

Alternative codes found

RIV/70883521:28140/18:63520480

Result on the web

<a href="https://ieeexplore.ieee.org/abstract/document/8477960" target="_blank" >https://ieeexplore.ieee.org/abstract/document/8477960</a>

DOI - Digital Object Identifier

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Result language

angličtina

Original language name

Chaos Driven PSO with Attractive Search Space Border Points

Original language description

In this paper, a chaotic pseudorandom generator is used to enhance the performance of Particle Swarm Optimization with attractive search space borders. The original modification was proposed to prolong the exploration phase and improve the ability of the swarm to avoid local minima. The particles are randomly attracted towards the border points of the search space in each dimension. The well-known and frequently used CEC&apos; 13 Benchmark function set is used to test the performance of the proposed method and compare it to canonical PSO.

Czech name

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Czech description

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Type

D - Article in proceedings

CEP classification

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OECD FORD branch

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

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)

Publication year

2018

Confidentiality

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

Article name in the collection

2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings

ISBN

978-1-5090-6017-7

ISSN

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e-ISSN

neuvedeno

Number of pages

6

Pages from-to

1147-1152

Publisher name

IEEE

Place of publication

Vienna

Event location

Rio de Janeiro

Event date

Jul 8, 2018

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

000451175500147