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9789811040801 - Benkai Li, Qinglai Wei, Ruizhuo Song, Xiaofeng Lin: Self-Learning Optimal Control of Nonlinear Systems - Book

Benkai Li, Qinglai Wei, Ruizhuo Song, Xiaofeng Lin (?):

Self-Learning Optimal Control of Nonlinear Systems (2017) (?)

Delivery from: CanadaBook is in english languageNew bookeBook, e-Book, digital bookproduct for digital download
ISBN:

9789811040801 (?) or 981104080X

, in english, Springer, Springer, Springer, New, ebook, digital download
in-stock
This book presents a class of novel, self-learning, optimal control schemes based on adaptive dynamic programming techniques, which quantitatively obtain the optimal control schemes of the systems. It analyzes the properties identified by the programming methods, including the convergence of the iterative value functions and the stability of the system under iterative control laws, helping to guarantee the effectiveness of the methods developed. When the system model is known, self-learning optimal control is designed on the basis of the system model; when the system model is not known, adaptive dynamic programming is implemented according to the system data, effectively making the performance of the system converge to the optimum. With various real-world examples to complement and substantiate the mathematical analysis, the book is a valuable guide for engineers, researchers, and students in control science and engineering.
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Category: Technology
Keywords: Self-Learning Optimal Control of Nonlinear Systems Benkai Li, Qinglai Wei, Ruizhuo Song, Xiaofeng Lin Automation Technology 9789811040801
Data from 07/02/2017 19:28h
ISBN (alternative notations): 981-10-4080-X, 978-981-10-4080-1

9789811040801

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