{"product_id":"9780080553900","title":"Neural Network Systems Techniques and Applications: Advances in Theory and Applications","description":"\u003cp\u003eThe book emphasizes neural network structures for achieving practical and effective systems, and provides many examples. Practitioners, researchers, and students in industrial, manufacturing, electrical, mechanical,and production engineering will find this volume a unique and comprehensive reference source for diverse application methodologies.\u003c\/p\u003e \u003cp\u003e\u003ci\u003eControl and Dynamic Systems\u003c\/i\u003e covers the important topics of highly effective Orthogonal Activation Function Based Neural Network System Architecture, multi-layer recurrent neural networks for synthesizing and implementing real-time linear control,adaptive control of unknown nonlinear dynamical systems, Optimal Tracking Neural Controller techniques, a consideration of unified approximation theory and applications, techniques for the determination of multi-variable nonlinear model structures for dynamic systems with a detailed treatment of relevant system model input determination, High Order Neural Networks and Recurrent High Order Neural Networks, High Order Moment Neural Array Systems, Online Learning Neural Network controllers, and Radial Bias Function techniques.\u003c\/p\u003e\u003cp\u003eCoverage includes:\u003c\/p\u003e \u003cul\u003e\n\u003cli\u003eOrthogonal Activation Function Based Neural Network System Architecture (OAFNN)\u003c\/li\u003e\n\u003cli\u003eMultilayer recurrent neural networks for synthesizing and implementing real-time linear control\u003c\/li\u003e\n\u003cli\u003eAdaptive control of unknown nonlinear dynamical systems\u003c\/li\u003e\n\u003cli\u003eOptimal Tracking Neural Controller techniques\u003c\/li\u003e\n\u003cli\u003eConsideration of unified approximation theory and applications\u003c\/li\u003e\n\u003cli\u003eTechniques for determining multivariable nonlinear model structures for dynamic systems, with a detailed treatment of relevant system model input determination\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Elsevier Science","offers":[{"title":"Default Title","offer_id":47071026741488,"sku":"9780080553900","price":150.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9780080553900_p0.jpg?v=1763637757","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9780080553900","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}