Self-Learning Optimal Control of Nonlinear Systems: Adaptive Dynamic Programming Approach: 103 (Studies in Systems, Decision and Control, 103) - Image 1

£89.38

Springer Self-Learning Optimal Control of Nonlinear Systems: Adaptive Dynamic Programming Approach: 103 (Studies in Systems, Decision and Control, 103)

Name: Self-Learning Optimal Control of Nonlinear Systems: Adaptive Dynamic Programming Approach: 103 (Studies in Systems, Decision and Control, 103)
Brand: Springer
Price: 89.38 GBP
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Description

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.

Product Specifications

Brand: Springer
Colour: White
Format: Hardcover
ASIN: 9811040796
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Release Date: 22 June 2017
Listed Since: 26 January 2017

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Springer Self-Learning Optimal Control of Nonlinear Systems: Adaptive Dynamic Programming Approach: 103 (Studies in Systems, Decision and Control, 103)

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