New PDF release: Adaptive Dynamic Programming with Applications in Optimal

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

ISBN-10: 331950813X

ISBN-13: 9783319508139

This publication covers the newest advancements in adaptive dynamic programming (ADP). The textual content starts off with a radical heritage assessment of ADP with the intention that readers are sufficiently accustomed to the basics. within the middle of the e-book, the authors deal with first discrete- after which continuous-time structures. insurance of discrete-time platforms begins with a extra common type of worth new release to illustrate its convergence, optimality, and balance with whole and thorough theoretical research. A extra reasonable kind of worth generation is studied the place price functionality approximations are assumed to have finite mistakes. Adaptive Dynamic Programming additionally info one other road of the ADP method: coverage new release. either simple and generalized types of policy-iteration-based ADP are studied with entire and thorough theoretical research when it comes to convergence, optimality, balance, and blunder bounds. between continuous-time structures, the keep watch over of affine and nonaffine nonlinear structures is studied utilizing the ADP technique that is then prolonged to different branches of keep watch over conception together with decentralized keep an eye on, strong and assured fee keep an eye on, and video game concept. within the final a part of the booklet the real-world importance of ADP concept is gifted, concentrating on 3 software examples constructed from the authors’ work:
• renewable power scheduling for clever strength grids;

• coal gasification procedures; and

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