protege logo

Instance: vandenBergh2006

Types
Own Slots
  Slot Name Value
AUTHORS F. van den Bergh, A.P. Engelbrecht
bibtex-reference @article{vandenBergh2006, title = "A study of particle swarm optimization particle trajectories", journal = "Information Sciences", volume = "176", number = "8", pages = "937 - 971", year = "2006", note = "", issn = "0020-0255", doi = "10.1016/j.ins.2005.02.003", url = "http://www.sciencedirect.com/science/article/pii/S0020025505000630", author = "F. van den Bergh and A.P. Engelbrecht", keywords = "Particle swarm optimization", keywords = "Particle trajectories", keywords = "Equilibrium", keywords = "Convergence", abstract = "Particle swarm optimization (PSO) has shown to be an efficient, robust and simple optimization algorithm. Most of the PSO studies are empirical, with only a few theoretical analyses that concentrate on understanding particle trajectories. These theoretical studies concentrate mainly on simplified PSO systems. This paper overviews current theoretical studies, and extend these studies to investigate particle trajectories for general swarms to include the influence of the inertia term. The paper also provides a formal proof that each particle converges to a stable point. An empirical analysis of multi-dimensional stochastic particles is also presented. Experimental results are provided to support the conclusions drawn from the theoretical findings." }
label vandenBergh2006
original-source-url http://www.sciencedirect.com/science/article/pii/S0020025505000630
standard-reference F. van den Bergh, A.P. Engelbrecht, A study of particle swarm optimization particle trajectories, Information Sciences, Volume 176, Issue 8, 22 April 2006, Pages 937-971, ISSN 0020-0255, 10.1016/j.ins.2005.02.003.
TYPE Review

  ^ back to top

Return to Class Hierarchy

Generated: 07/04/2013, 1:02:37 AM, Hora de verano de Europa Central

Protégé is a trademark of Stanford University, Copyright (c) 1998-2011 Stanford University.