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Download e-book for kindle: 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 booklet covers the newest advancements in adaptive dynamic programming (ADP). The textual content starts with an intensive historical past assessment of ADP with the intention that readers are sufficiently accustomed to the basics. within the center of the booklet, the authors handle first discrete- after which continuous-time structures. insurance of discrete-time structures starts off with a extra basic type of worth generation to illustrate its convergence, optimality, and balance with whole and thorough theoretical research. A extra sensible type of worth generation is studied the place worth functionality approximations are assumed to have finite blunders. Adaptive Dynamic Programming additionally information one other street of the ADP procedure: coverage generation. either simple and generalized different types 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 watch over of affine and nonaffine nonlinear structures is studied utilizing the ADP procedure that's then prolonged to different branches of keep an eye on thought together with decentralized keep watch over, powerful and warranted expense keep an eye on, and video game conception. 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 methods; and

• water–gas shift reactions.
Researchers learning clever keep watch over 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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Download PDF by Derong Liu,Qinglai Wei,Ding Wang,Xiong Yang,Hongliang Li: Adaptive Dynamic Programming with Applications in Optimal

This booklet covers the newest advancements in adaptive dynamic programming (ADP). The textual content starts off with a radical historical past evaluate of ADP with the intention that readers are sufficiently acquainted with the basics. within the middle of the publication, the authors deal with first discrete- after which continuous-time platforms.

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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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