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

ISBN-10: 331950813X

ISBN-13: 9783319508139

This ebook covers the newest advancements in adaptive dynamic programming (ADP). The textual content starts off with an intensive historical past overview of ADP with the intention that readers are sufficiently conversant in the basics. within the middle of the e-book, the authors tackle first discrete- after which continuous-time structures. insurance of discrete-time structures starts off with a extra common kind of worth new release to illustrate its convergence, optimality, and balance with whole and thorough theoretical research. A extra sensible kind of worth new release is studied the place worth functionality approximations are assumed to have finite mistakes. Adaptive Dynamic Programming additionally info one other street of the ADP method: coverage new release. either easy and generalized sorts 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's then prolonged to different branches of keep watch over idea together with decentralized regulate, strong and assured rate keep an eye on, and online game concept. within the final a part of the publication the real-world importance of ADP conception is gifted, concentrating on 3 program examples built from the authors’ work:
• renewable power scheduling for shrewdpermanent strength grids;

• coal gasification techniques; and

• water–gas shift reactions.
Researchers learning clever keep an eye on equipment and practitioners trying to observe 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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