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Download e-book for iPad: Adaptive Dynamic Programming with Applications in Optimal by Derong Liu,Qinglai Wei,Ding Wang,Xiong Yang,Hongliang Li

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 heritage evaluate of ADP to ensure that readers are sufficiently acquainted with the basics. within the middle of the booklet, the authors handle first discrete- after which continuous-time platforms. insurance of discrete-time structures begins with a extra normal type of worth new release to illustrate its convergence, optimality, and balance with entire and thorough theoretical research. A extra reasonable kind of price new release is studied the place price functionality approximations are assumed to have finite blunders. Adaptive Dynamic Programming additionally information one other road of the ADP procedure: coverage new release. either easy and generalized different types 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 structures, the regulate of affine and nonaffine nonlinear platforms is studied utilizing the ADP strategy that's then prolonged to different branches of regulate conception together with decentralized keep an eye on, powerful and assured fee regulate, and video game idea. within the final a part of the booklet the real-world importance of ADP concept is gifted, concentrating on 3 program examples constructed from the authors’ work:
• renewable strength scheduling for shrewdpermanent strength grids;

• coal gasification strategies; and

• water–gas shift reactions.
Researchers learning clever keep an eye on equipment and practitioners seeking to follow them within the chemical-process and power-supply industries will locate a lot to curiosity them during this thorough remedy of a complicated 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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