Publication detail

Testing of Basic Parameters Setup and Variations of the Particle Swarm Global Optimization Technique

OLIVA, L.

Original Title

Testing of Basic Parameters Setup and Variations of the Particle Swarm Global Optimization Technique

Type

conference paper

Language

English

Original Abstract

This article introduces an original way of increasing the probability of the convergence of classical Particle Swarm Optimization, a modern global optimization algorithm. The algorithm was tested and the test results on three mathematical functions known to be difficult to find their minimum are presented for three different parameter ranges. The results of tests done for three typical parameters setups are compared with those gained with use of the usual Particle Swarm Optimization form.

Key words in English

Particle swarm optimization, global optimization

Authors

OLIVA, L.

RIV year

2006

Released

1. 1. 2006

Publisher

VUT v Brně

Location

Brno

ISBN

80-214-3163-6

Book

EEICT 2006

Edition number

10

Pages from

301

Pages to

305

Pages count

5

URL

http://www.feec.vutbr.cz/EEICT/2006/sbornik/03-Doktorske_projekty/01-Elektronika_a_komunikace/10-xoliva02.pdf

BibTex

@inproceedings{BUT19421,
  author="Lukáš {Oliva}",
  title="Testing of Basic Parameters Setup and Variations of the Particle Swarm Global Optimization Technique",
  booktitle="EEICT 2006",
  year="2006",
  number="10",
  pages="5",
  publisher="VUT v Brně",
  address="Brno",
  isbn="80-214-3163-6",
  url="http://www.feec.vutbr.cz/EEICT/2006/sbornik/03-Doktorske_projekty/01-Elektronika_a_komunikace/10-xoliva02.pdf"
}