{"product_id":"fuzzy-neural-networks-for-real-erdal-kayacan-9780128026878","title":"Fuzzy Neural Networks for Real Time Control Applications: Concepts, Modeling and Algorithms for Fast Learning","description":"\u003cp\u003eAN INDISPENSABLE RESOURCE FOR ALL THOSE WHO DESIGN AND IMPLEMENT TYPE-1 AND TYPE-2 FUZZY NEURAL NETWORKS IN REAL TIME SYSTEMS\u003c\/p\u003e \u003cp\u003eDelve into the type-2 fuzzy logic systems and become engrossed in the parameter update algorithms for type-1 and type-2 fuzzy neural networks and their stability analysis with this book!\u003c\/p\u003e \u003cp\u003eNot only does this book stand apart from others in its focus but also in its application-based presentation style. Prepared in a way that can be easily understood by those who are experienced and inexperienced in this field. Readers can benefit from the computer source codes for both identification and control purposes which are given at the end of the book.\u003c\/p\u003e \u003cp\u003eA clear and an in-depth examination has been made of all the necessary mathematical foundations, type-1 and type-2 fuzzy neural network structures and their learning algorithms as well as their stability analysis. \u003c\/p\u003e \u003cp\u003eYou will find that each chapter is devoted to a different learning algorithm for the tuning of type-1 and type-2 fuzzy neural networks; some of which are: \u003c\/p\u003e \u003cp\u003e- Gradient descent\u003c\/p\u003e \u003cp\u003e- Levenberg-Marquardt\u003c\/p\u003e \u003cp\u003e- Extended Kalman filter\u003c\/p\u003e \u003cp\u003eIn addition to the aforementioned conventional learning methods above, number of novel sliding mode control theory-based learning algorithms, which are simpler and have closed forms, and their stability analysis have been proposed. Furthermore, hybrid methods consisting of particle swarm optimization and sliding mode control theory-based algorithms have also been introduced.\u003c\/p\u003e \u003cp\u003eThe potential readers of this book are expected to be the undergraduate and graduate students, engineers, mathematicians and computer scientists. Not only can this book be used as a reference source for a scientist who is interested in fuzzy neural networks and their real-time implementations but also as a course book of fuzzy neural networks or artificial intelligence in master or doctorate university studies. We hope that this book will serve its main purpose successfully.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Erdal Kayacan,Mojtaba Ahmadieh Khanesar\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0128026871\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780128026878\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Butterworth-Heinemann\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 09\/17\/2015\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 264\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.95lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 8.90h x 6.00w x 0.60d","brand":"Erdal Kayacan","offers":[{"title":"Paperback","offer_id":48112841359615,"sku":"9780128026878","price":99.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_46f3aa7c-e9b3-415e-980c-2b5646dabefd.jpg?v=1769611302","url":"https:\/\/www.whiterainbookhouse.com\/products\/fuzzy-neural-networks-for-real-erdal-kayacan-9780128026878","provider":"WR Book House","version":"1.0","type":"link"}