Cogprints

Iterative Application of the aiNET Algorithm in the Construction of a Radial Basis Function Neural Network

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)]

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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.

Item Type:Journal (Paginated)
Subjects:Computer Science > Artificial Intelligence
Computer Science > Neural Nets
ID Code:6046
Deposited By:Medeiros, MSc Luciano F
Deposited On:11 May 2008 03:41
Last Modified:11 Mar 2011 08:57

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