{"product_id":"9783540231851","title":"Lecture Notes in Control and Information Sciences: A Block-Oriented Approach","description":"\u003ch1\u003eLecture Notes in Control and Information Sciences: A Block-Oriented Approach\u003c\/h1\u003e \u003ch2\u003eJanczak, Andrzej\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis monograph systematically presents the existing identification methods of nonlinear systems using the block-oriented approach It surveys various known approaches to the identification of Wiener and Hammerstein systems which are applicable to both neural network and polynomial models. The book gives a comparative study of their gradient approximation accuracy, computational complexity, and convergence rates and furthermore presents some new and original methods concerning the model parameter adjusting with gradient-based techniques. \"Identification of Nonlinear Systems Using Neural Networks and Polynomal Models\" is useful for researchers, engineers and graduate students in nonlinear systems and neural network theory.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2004-11-18\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783540231851\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/b98334\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 199\u003c\/p\u003e ","brand":"Springer Berlin Heidelberg","offers":[{"title":"Default Title","offer_id":45578264936588,"sku":"9783540231851","price":98.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783540231851_364fbdcf-3ec4-413e-a1c6-39c7c76a2182.jpg?v=1775677917","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783540231851","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}