@misc{cogprints6046, volume = {4}, number = {1}, month = {May}, author = {Sandro Rautenberg and Luciano Frontino de Medeiros and Wagner Igarashi and Fernando Ostuni Gauthier and Rog{\'e}rio Cid Bastos and Jos{\'e} Leomar Todesco}, title = {Iterative Application of the aiNET Algorithm in the Construction of a Radial Basis Function Neural Network}, publisher = {{\copyright}Sociedade Brasileira de Redes Neurais}, year = {2008}, journal = {Learning and Nonlinear Models - Revista da Sociedade Brasileira de Redes Neurais (SBRN)}, pages = {24--31}, url = {http://cogprints.org/6046/}, 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.} }