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Derong Liu,Qinglai Wei,Ding Wang,Xiong Yang,Hongliang Li's Adaptive Dynamic Programming with Applications in Optimal PDF

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

ISBN-10: 331950813X

ISBN-13: 9783319508139

This e-book covers the latest advancements in adaptive dynamic programming (ADP). The textual content starts with an intensive heritage evaluation of ADP to ensure that readers are sufficiently acquainted with the basics. within the middle of the booklet, the authors deal with first discrete- after which continuous-time structures. insurance of discrete-time structures begins with a extra common kind of price generation to illustrate its convergence, optimality, and balance with whole and thorough theoretical research. A extra life like kind of worth new release is studied the place price functionality approximations are assumed to have finite mistakes. Adaptive Dynamic Programming additionally info one other street of the ADP procedure: coverage new release. either easy and generalized types of policy-iteration-based ADP are studied with entire and thorough theoretical research when it comes to convergence, optimality, balance, and mistake bounds. between continuous-time platforms, the keep watch over of affine and nonaffine nonlinear platforms is studied utilizing the ADP method that's then prolonged to different branches of regulate concept together with decentralized keep an eye on, powerful and warranted expense regulate, and video game concept. within the final a part of the publication the real-world value of ADP concept is gifted, concentrating on 3 program examples constructed from the authors’ work:
• renewable strength scheduling for shrewdpermanent energy grids;

• coal gasification procedures; and

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