Stable Adaptive Neural Network Control (The International by S.S. Ge,C.C. Hang,T.H. Lee,Tao Zhang PDF

By S.S. Ge,C.C. Hang,T.H. Lee,Tao Zhang

fresh years have noticeable a fast improvement of neural community regulate tech­ niques and their winning purposes. a variety of simulation experiences and genuine commercial implementations express that synthetic neural community is an efficient candidate for functionality approximation and keep watch over process layout in fixing the regulate difficulties of complicated nonlinear platforms within the presence of alternative forms of uncertainties. Many keep watch over approaches/methods, reporting innovations and keep watch over functions in the fields of adaptive keep an eye on, neural regulate and fuzzy structures, were released in a variety of books, journals and convention court cases. inspite of those amazing advances in neural keep an eye on box, because of the complexity of nonlinear structures, the current learn on adaptive neural keep watch over remains to be excited about the advance of basic methodologies. From a theoretical standpoint, there's, regularly, loss of a firmly mathematical foundation in balance, robustness, and function research of neural community adaptive regulate platforms. This ebook is prompted through the necessity for systematic layout ways for solid adaptive keep watch over utilizing approximation-based strategies. the most objec­ tives of the ebook are to increase reliable adaptive neural keep watch over techniques, and to accomplish brief functionality research of the resulted neural keep watch over structures analytically. different linear-in-the-parameter functionality approximators can substitute the linear-in-the-parameter neural networks within the controllers offered within the ebook with none hassle, which come with polynomials, splines, fuzzy structures, wavelet networks, between others. balance is among the most vital concerns worrying if an adaptive neural community controller is for use in useful applications.

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Stable Adaptive Neural Network Control (The International Series on Asian Studies in Computer and Information Science) by S.S. Ge,C.C. Hang,T.H. Lee,Tao Zhang

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