书目名称 | Identification of Nonlinear Systems Using Neural Networks and Polynomial Models |
副标题 | A Block-Oriented App |
编辑 | Andrzej Janczak |
视频video | http://file.papertrans.cn/461/460840/460840.mp4 |
概述 | First book on neural network and polynomial approach to identification of Wiener and Hammerstein systems..Includes supplementary material: |
丛书名称 | Lecture Notes in Control and Information Sciences |
图书封面 |  |
描述 | .This 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.. |
出版日期 | Book 2005 |
关键词 | Justin; Learning Algorithms; Nonlinear Systems; Polynomial Models; neural networks; nonlinear system; syst |
版次 | 1 |
doi | https://doi.org/10.1007/b98334 |
isbn_softcover | 978-3-540-23185-1 |
isbn_ebook | 978-3-540-31596-4Series ISSN 0170-8643 Series E-ISSN 1610-7411 |
issn_series | 0170-8643 |
copyright | Springer-Verlag Berlin Heidelberg 2005 |