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

This ebook covers the newest advancements in adaptive dynamic programming (ADP). The textual content starts with a radical historical past overview of ADP to ensure that readers are sufficiently conversant in the basics. within the center of the ebook, the authors handle first discrete- after which continuous-time structures. assurance of discrete-time platforms starts off with a extra common kind of price new release to illustrate its convergence, optimality, and balance with entire and thorough theoretical research. A extra sensible kind of worth new release is studied the place worth functionality approximations are assumed to have finite error. Adaptive Dynamic Programming additionally info one other street of the ADP technique: coverage new release. either easy and generalized kinds of policy-iteration-based ADP are studied with whole and thorough theoretical research by way of convergence, optimality, balance, and blunder bounds. between continuous-time platforms, the regulate of affine and nonaffine nonlinear structures is studied utilizing the ADP procedure that's then prolonged to different branches of keep watch over conception together with decentralized keep watch over, strong and assured expense keep an eye on, and video game idea. within the final a part of the publication the real-world importance of ADP thought is gifted, concentrating on 3 software examples constructed from the authors’ work:
• renewable strength scheduling for shrewdpermanent energy grids;

• coal gasification methods; and

• water–gas shift reactions.
Researchers learning clever regulate tools and practitioners trying 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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