{"product_id":"identification-of-nonlinear-systems-using-neural-networks-and-polynomial-models-a-block-oriented-approach-von-andrzej-janczak","title":"Identification of Nonlinear Systems Using Neural Networks and Polynomial Models","description":"\n                                \n                \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\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783540231851\"\u003e\u003ch3\u003eA Block-Oriented Approach\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783540231851","offer_id":39433408577629,"sku":"9783540231851","price":106.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/2dfd4780-fdef-4635-990f-ab6c5e81b283.jpg?v=1775279650","url":"https:\/\/shop.autorenwelt.de\/products\/identification-of-nonlinear-systems-using-neural-networks-and-polynomial-models-a-block-oriented-approach-von-andrzej-janczak","provider":"Autorenwelt Shop","version":"1.0","type":"link"}