"6046","Iterative Application of the aiNET Algorithm in the Construction of a Radial Basis Function Neural Network","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.","http://cogprints.org/6046/","Rautenberg, Sandro and Medeiros, Luciano Frontino de and Igarashi, Wagner and Gauthier, Fernando Ostuni and Bastos, Rogério Cid and Todesco, José Leomar","UNSPECIFIED","       <span class=\"person_name\">Rautenberg, Sandro</span> and <span class=\"person_name\">Medeiros, Luciano Frontino de</span> and <span class=\"person_name\">Igarashi, Wagner</span> and <span class=\"person_name\">Gauthier, Fernando Ostuni</span> and <span class=\"person_name\">Bastos, Rogério Cid</span> and <span class=\"person_name\">Todesco, José Leomar</span>     (2008)  <a href=\"http://cogprints.org/6046/\"><em>Iterative Application of the aiNET Algorithm in the Construction of a Radial Basis Function Neural Network.</em></a>       [Journal (Paginated)]           ","srautenberg@egc.ufsc.br,lfm@egc.ufsc.br,wigarashi@bol.com.br,gauthier@inf.ufsc.br,rogerio@inf.ufsc.br,tite@egc.ufsc.br","2008-05-05"