PSO-Based Update Memory for Improved Harmony Search Algorithm to the Evolution of FBBFNT' Parameters

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{Bouaziz:2014:CEC,
  title =        "{PSO}-Based Update Memory for Improved Harmony Search
                 Algorithm to the Evolution of {FBBFNT'} Parameters",
  author =       "Souhir Bouaziz and Adel M. Alimi and Ajith Abraham",
  pages =        "1951--1958",
  booktitle =    "Proceedings of the 2014 IEEE Congress on Evolutionary
                 Computation",
  year =         "2014",
  month =        "6-11 " # jul,
  editor =       "Carlos A. {Coello Coello}",
  address =      "Beijing, China",
  ISBN =         "0-7803-8515-2",
  keywords =     "genetic algorithms, genetic programming, Extended
                 Genetic Programming, Memetic, multi-meme and hybrid
                 algorithms",
  DOI =          "doi:10.1109/CEC.2014.6900304",
  abstract =     "In this paper, a PSO-based update memory for Improved
                 Harmony Search (PSOUM-IHS) algorithm is proposed to
                 learn the parameters of Flexible Beta Basis Function
                 Neural Tree (FBBFNT) model. These parameters are the
                 Beta parameters of each flexible node and the connected
                 weights of the network. Furthermore, the FBBFNT's
                 structure is generated and optimised by the Extended
                 Genetic Programming (EGP) algorithm. The combination of
                 the PSOUM-IHS and EGP in the same algorithm is so used
                 to evolve the FBBFNT model. The performance of the
                 proposed evolving neural network is evaluated for
                 nonlinear systems of prediction and identification and
                 then compared with those of related models.",
  notes =        "harmony search is just evolutionary strategies
                 http://www.dennisweyland.net/blog/?p=12
                 http://dl.acm.org/citation.cfm?id=2433395

                 WCCI2014",
}

Genetic Programming entries for Souhir Bouaziz Adel M Alimi Ajith Abraham

Citations