Detail publikace

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

WINKLEROVÁ, Z.

Originální název

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

Typ

článek ve sborníku mimo WoS a Scopus

Jazyk

angličtina

Originální abstrakt

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.

Klíčová slova

Particle Swarm Optimization, Maturity Model, Particle Swarm Intelligence

Autoři

WINKLEROVÁ, Z.

Rok RIV

2012

Vydáno

30. 6. 2012

Nakladatel

Springer Verlag

Místo

Heidelberg

ISBN

978-3-642-32649-3

Kniha

ANTS 2012

Edice

Lecture Notes in Computer Science

ISSN

0302-9743

Periodikum

Lecture Notes in Computer Science

Ročník

7461

Číslo

6

Stát

Spolková republika Německo

Strany od

348

Strany do

349

Strany počet

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"
}