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 with an intensive history evaluation of ADP to ensure that readers are sufficiently conversant in the basics. within the middle of the e-book, the authors handle first discrete- after which continuous-time platforms. assurance of discrete-time structures starts off with a extra normal kind of worth new release to illustrate its convergence, optimality, and balance with whole and thorough theoretical research. A extra lifelike kind of price new release is studied the place price functionality approximations are assumed to have finite error. Adaptive Dynamic Programming additionally info one other street of the ADP procedure: coverage generation. either simple and generalized kinds of policy-iteration-based ADP are studied with entire and thorough theoretical research by way of convergence, optimality, balance, and mistake bounds. between continuous-time structures, the keep an eye on of affine and nonaffine nonlinear structures is studied utilizing the ADP procedure that is then prolonged to different branches of keep watch over idea together with decentralized regulate, powerful and warranted expense keep watch over, and video game thought. within the final a part of the ebook the real-world value of ADP thought is gifted, concentrating on 3 program examples constructed from the authors’ work:
• renewable power scheduling for shrewdpermanent energy grids;

• coal gasification procedures; and

• water–gas shift reactions.
Researchers learning clever keep watch over 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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