Towards the Natural Optimization with Particle Swarm Optimization.

Mingo López, Fernando de and Arteta Albert, Alberto and Gómez Blas, Nuria (2012). Towards the Natural Optimization with Particle Swarm Optimization.. "International Journal of Advancements in Computing Technology", v. 4 (n. 12); pp. 1-7. ISSN 2005-8039. https://doi.org/10.4156/ijact.vol4.issue 12.1.

Description

Title: Towards the Natural Optimization with Particle Swarm Optimization.
Author/s:
  • Mingo López, Fernando de
  • Arteta Albert, Alberto
  • Gómez Blas, Nuria
Item Type: Article
Título de Revista/Publicación: International Journal of Advancements in Computing Technology
Date: 2012
ISSN: 2005-8039
Volume: 4
Subjects:
Freetext Keywords: Optimization, Benchmark Search, Evolutionary Computation, Particle Swarm Optimization, Differential Evolution.
Faculty: E.U. de Informática (UPM)
Department: Organización y Estructura de la Información [hasta 2014]
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

This paper shows the Particle Swarm Optimization algorithm with a Differential Evolution. Each candidate solution is sampled in the interval [?5, 5] D where D indicates the dimension of the search space, and the evolution is performed with a classical PSO algorithm and a classical DE/x/1 algorithm according to a random threshold. Moreover, this paper provides concepts to deal with non-linear optimization through the use of PSO.

More information

Item ID: 15815
DC Identifier: http://oa.upm.es/15815/
OAI Identifier: oai:oa.upm.es:15815
DOI: 10.4156/ijact.vol4.issue 12.1
Deposited by: Memoria Investigacion
Deposited on: 08 Nov 2013 11:51
Last Modified: 22 Sep 2014 11:10
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