STUDY ON VELOCITY CL AMPING IN PSO USING CEC`13 BENCHMARK

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F18%3A63520478" target="_blank" >RIV/70883521:28140/18:63520478 - isvavai.cz</a>

Result on the web

<a href="http://www.scs-europe.net/dlib/2018/2018-0150.htm" target="_blank" >http://www.scs-europe.net/dlib/2018/2018-0150.htm</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.7148/2018-0150" target="_blank" >10.7148/2018-0150</a>

Result language

angličtina

Original language name

STUDY ON VELOCITY CL AMPING IN PSO USING CEC`13 BENCHMARK

Original language description

In this paper, we perform a new study of the importance of using clamping of the velocity of particles in the Particle Swarm Optimization algorithm. The velocity clamping is used to prevent the particles from rapid acceleration. We present results of testing different settings of maximal velocity on the extensive CEC´13 benchmark set and discuss the results, alongside the overall importance of the velocity clamping method.

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)<br>S - Specificky vyzkum na vysokych skolach<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Publication year

2018

Confidentiality

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

Article name in the collection

Proceedings - 32nd European Conference on Modelling and Simulation, ECMS 2018

ISBN

978-0-9932440-6-3

ISSN

2522-2414

e-ISSN

neuvedeno

Number of pages

6

Pages from-to

150-155

Publisher name

European Council for Modelling and Simulation

Place of publication

Madrid

Event location

Wilhelmshaven

Event date

May 22, 2018

Type of event by nationality

WRD - Celosvětová akce

UT code for WoS article

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