Publication detail

Maturity of the Particle Swarm as a Metric for Measuring the Particle Swarm Intelligence

WINKLEROVÁ, Z.

Original Title

Maturity of the Particle Swarm as a Metric for Measuring the Particle Swarm Intelligence

Type

article in a collection out of WoS and Scopus

Language

English

Original Abstract

In the research work titled Maturity of the Particle Swarm as a Metric for Measuring the Particle Swarm Intelligence, the cooperative Particle Swarm Optimization algorithms with recpect to a maturity model derived from the Maturity Model of Command and Control operational space and the model of Collaborating Software have been analyzed. Cooperative swarming strategies directly derived from the original version of the algorithm published in 1995 have been studied. It has been concluded that the particle swarm is not mature enough because of the lack of system's awarenes, and that a solution would be some adaptation of particle's behavioural rules so that the particle could use coefficients for updating its velocity whose value would be provided from inside the swarm system, without external control. The true intention of the research is to contribute to a deeper understanding, from which the swarm derives its intelligent behaviour.

Keywords

Particle Swarm Optimization, Maturity Model, Particle Swarm Intelligence

Authors

WINKLEROVÁ, Z.

RIV year

2012

Released

30. 6. 2012

Publisher

Springer Verlag

Location

Heidelberg

ISBN

978-3-642-32649-3

Book

ANTS 2012

Edition

Lecture Notes in Computer Science

ISBN

0302-9743

Periodical

Lecture Notes in Computer Science

Year of study

7461

Number

6

State

Federal Republic of Germany

Pages from

348

Pages to

349

Pages count

2

BibTex

@inproceedings{BUT91459,
  author="Zdenka {Winklerová}",
  title="Maturity of the Particle Swarm as a Metric for Measuring the Particle Swarm Intelligence",
  booktitle="ANTS 2012",
  year="2012",
  series="Lecture Notes in Computer Science",
  journal="Lecture Notes in Computer Science",
  volume="7461",
  number="6",
  pages="348--349",
  publisher="Springer Verlag",
  address="Heidelberg",
  doi="10.1007/978-3-642-32649-3",
  isbn="978-3-642-32649-3",
  issn="0302-9743"
}