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Nonlinear System Identification: From Classical Approaches to Neural Networks and Fuzzy Models

Oliver Nelles




[PDF.bk69] Nonlinear System Identification: From Classical Approaches to Neural Networks and Fuzzy Models

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 | #2566957 in Books |  Oliver Nelles |  2000-12-12 | Original language:English | PDF # 1 |  9.21 x1.75 x6.14l,2.86 | File type: PDF | 785 pages

 | Nonlinear System Identification From Classical Approaches to Neural Networks and Fuzzy Models

||6 of 8 people found the following review helpful.| A excellent comprehensive overview|By A Customer|This book is excellent compehensive overwiev over many relevant topics that are useful in the wide spectrum of data analysis:
Starting with least squares - regression and its variants it comes to nonlinear local and global optimization techniques and even advanced neurofuzzy models.
This book is so precious because it e

Written from an engineering point of view, this book covers the most common and important approaches for the identification of nonlinear static and dynamic systems. The book also provides the reader with the necessary background on optimization techniques, making it fully self-contained. The new edition includes exercises.



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