creators_name: Rautenberg, Sandro
creators_name: Medeiros, Luciano Frontino de
creators_name: Igarashi, Wagner
creators_name: Gauthier, Fernando Ostuni
creators_name: Bastos, Rogério Cid
creators_name: Todesco, José Leomar
creators_id: srautenberg@egc.ufsc.br
creators_id: lfm@egc.ufsc.br
creators_id: wigarashi@bol.com.br
creators_id: gauthier@inf.ufsc.br
creators_id: rogerio@inf.ufsc.br
creators_id: tite@egc.ufsc.br
type: journalp
datestamp: 2008-05-11 02:41:13
lastmod: 2011-03-11 08:57:07
metadata_visibility: show
title: Iterative Application of the aiNET Algorithm in the Construction of a Radial Basis Function Neural Network
ispublished: pub
subjects: comp-sci-art-intel
subjects: comp-sci-neural-nets
full_text_status: public
abstract: This paper presents some of the procedures adopted in the construction of a Radial Basis Function Neural Network by iteratively applying the aiNET, an Artificial Immune Systems Algorithm. These procedures have shown to be effective in terms of i) the free determination of centroids inspired by an immune heuristics; and ii) the achievement of appropriate minimal square errors after a number of iterations. Experimental and empirical results are compared aiming at confirming (or not) some hypotheses.
date: 2008-05-05
date_type: published
publication: Learning and Nonlinear Models - Revista da Sociedade Brasileira de Redes Neurais (SBRN)
volume: 4
number: 1
publisher: ©Sociedade Brasileira de Redes Neurais
pagerange: 24-31
refereed: TRUE
citation:   Rautenberg, Sandro and Medeiros, Luciano Frontino de and Igarashi, Wagner and Gauthier, Fernando Ostuni and Bastos, Rogério Cid and Todesco, José Leomar  (2008) Iterative Application of the aiNET Algorithm in the Construction of a Radial Basis Function Neural Network.  [Journal (Paginated)]     
document_url: http://cogprints.org/6046/1/LNMv4s1pp24-31.pdf