PSO-Based Update Memory for Improved Harmony Search Algorithm to the Evolution of FBBFNT' Parameters
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{Bouaziz:2014:CEC,
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title = "{PSO}-Based Update Memory for Improved Harmony Search
Algorithm to the Evolution of {FBBFNT'} Parameters",
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author = "Souhir Bouaziz and Adel M. Alimi and Ajith Abraham",
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pages = "1951--1958",
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booktitle = "Proceedings of the 2014 IEEE Congress on Evolutionary
Computation",
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year = "2014",
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month = "6-11 " # jul,
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editor = "Carlos A. {Coello Coello}",
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address = "Beijing, China",
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ISBN = "0-7803-8515-2",
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keywords = "genetic algorithms, genetic programming, Extended
Genetic Programming, Memetic, multi-meme and hybrid
algorithms",
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DOI = "doi:10.1109/CEC.2014.6900304",
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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.",
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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