?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Iterative+Application+of+the+aiNET+Algorithm+in+the+Construction+of+a+Radial+Basis+Function+Neural+Network&rft.creator=Rautenberg%2C+Sandro&rft.creator=Medeiros%2C+Luciano+Frontino+de&rft.creator=Igarashi%2C+Wagner&rft.creator=Gauthier%2C+Fernando+Ostuni&rft.creator=Bastos%2C+Rog%C3%A9rio+Cid&rft.creator=Todesco%2C+Jos%C3%A9+Leomar&rft.subject=Artificial+Intelligence&rft.subject=Neural+Nets&rft.description=This+paper+presents+some+of+the+procedures+adopted+in+the+construction+of+a+Radial+Basis+Function+Neural+Network+by+iteratively+applying+the+aiNET%2C+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%3B+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.&rft.publisher=%C2%A9Sociedade+Brasileira+de+Redes+Neurais&rft.date=2008-05-05&rft.type=Journal+(Paginated)&rft.type=PeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F6046%2F1%2FLNMv4s1pp24-31.pdf&rft.identifier=++Rautenberg%2C+Sandro+and+Medeiros%2C+Luciano+Frontino+de+and+Igarashi%2C+Wagner+and+Gauthier%2C+Fernando+Ostuni+and+Bastos%2C+Rog%C3%A9rio+Cid+and+Todesco%2C+Jos%C3%A9+Leomar++(2008)+Iterative+Application+of+the+aiNET+Algorithm+in+the+Construction+of+a+Radial+Basis+Function+Neural+Network.++%5BJournal+(Paginated)%5D+++++&rft.relation=http%3A%2F%2Fcogprints.org%2F6046%2F