Chaos Systems

Adaptive Dynamic Programming with Applications in Optimal - download pdf or read online

By Derong Liu,Qinglai Wei,Ding Wang,Xiong Yang,Hongliang Li

ISBN-10: 331950813X

ISBN-13: 9783319508139

This ebook covers the latest advancements in adaptive dynamic programming (ADP). The textual content starts off with a radical heritage overview of ADP to ensure that readers are sufficiently acquainted with the basics. within the middle of the ebook, the authors tackle first discrete- after which continuous-time platforms. assurance of discrete-time platforms starts off with a extra normal kind of price generation to illustrate its convergence, optimality, and balance with whole and thorough theoretical research. A extra life like type of price new release is studied the place worth functionality approximations are assumed to have finite error. Adaptive Dynamic Programming additionally info one other street of the ADP strategy: coverage new release. either simple and generalized kinds of policy-iteration-based ADP are studied with whole and thorough theoretical research by way of convergence, optimality, balance, and mistake bounds. between continuous-time platforms, the regulate of affine and nonaffine nonlinear structures is studied utilizing the ADP procedure that's then prolonged to different branches of keep watch over concept together with decentralized keep watch over, strong and warranted price keep an eye on, and video game conception. within the final a part of the ebook the real-world importance of ADP conception is gifted, concentrating on 3 program examples constructed from the authors’ work:
• renewable strength scheduling for clever strength grids;

• coal gasification approaches; and

• water–gas shift reactions.
Researchers learning clever regulate equipment and practitioners seeking to observe them within the chemical-process and power-supply industries will locate a lot to curiosity them during this thorough remedy of a sophisticated method of control.

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Adaptive Dynamic Programming with Applications in Optimal Control (Advances in Industrial Control) by Derong Liu,Qinglai Wei,Ding Wang,Xiong Yang,Hongliang Li

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