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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 off with an intensive historical past evaluate of ADP to ensure that readers are sufficiently conversant in the basics. within the middle of the e-book, the authors handle first discrete- after which continuous-time platforms. assurance of discrete-time platforms starts off with a extra basic type of price new release to illustrate its convergence, optimality, and balance with entire and thorough theoretical research. A extra sensible kind of price new release is studied the place worth functionality approximations are assumed to have finite blunders. Adaptive Dynamic Programming additionally information one other road of the ADP process: coverage generation. either uncomplicated and generalized kinds 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 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 thought together with decentralized keep an eye on, strong and assured price keep watch over, and online game conception. within the final a part of the booklet the real-world importance of ADP conception is gifted, concentrating on 3 software examples built from the authors’ work:
• renewable strength scheduling for shrewdpermanent energy grids;

• coal gasification approaches; 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 complicated 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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