title: Iterative Application of the aiNET Algorithm in the Construction of a Radial Basis Function Neural Network creator: Rautenberg, Sandro creator: Medeiros, Luciano Frontino de creator: Igarashi, Wagner creator: Gauthier, Fernando Ostuni creator: Bastos, Rogério Cid creator: Todesco, José Leomar subject: Artificial Intelligence subject: Neural Nets description: 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. publisher: ©Sociedade Brasileira de Redes Neurais date: 2008-05-05 type: Journal (Paginated) type: PeerReviewed format: application/pdf identifier: http://cogprints.org/6046/1/LNMv4s1pp24-31.pdf identifier: 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)] relation: http://cogprints.org/6046/