Detail publikačního výsledku

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

OLIVA, L.

Originální název

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

Anglický název

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

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova v angličtině

Particle swarm optimization, global optimization

Autoři

OLIVA, L.

Vydáno

01.01.2006

Nakladatel

VUT v Brně

Místo

Brno

ISBN

80-214-3163-6

Kniha

EEICT 2006

Strany od

301

Strany počet

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"
}