Download PDF by Derong Liu,Qinglai Wei,Ding Wang,Xiong Yang,Hongliang Li: Adaptive Dynamic Programming with Applications in Optimal

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

This booklet covers the newest advancements in adaptive dynamic programming (ADP). The textual content starts with an intensive history evaluation of ADP with the intention that readers are sufficiently conversant in the basics. within the middle of the ebook, the authors tackle first discrete- after which continuous-time structures. assurance of discrete-time structures begins with a extra basic kind of price generation to illustrate its convergence, optimality, and balance with entire and thorough theoretical research. A extra sensible type of price new release is studied the place price functionality approximations are assumed to have finite error. Adaptive Dynamic Programming additionally info one other road of the ADP technique: coverage generation. either easy and generalized kinds of policy-iteration-based ADP are studied with entire and thorough theoretical research by way of convergence, optimality, balance, and blunder bounds. between continuous-time platforms, the keep watch over of affine and nonaffine nonlinear platforms is studied utilizing the ADP procedure that is then prolonged to different branches of keep watch over concept together with decentralized regulate, strong and warranted fee keep watch over, and online game concept. within the final a part of the publication the real-world importance of ADP idea is gifted, concentrating on 3 software examples constructed from the authors’ work:
• renewable strength scheduling for clever energy grids;

• coal gasification techniques; and

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