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

This booklet covers the latest advancements in adaptive dynamic programming (ADP). The textual content starts with an intensive heritage evaluate of ADP to ensure that readers are sufficiently conversant in the basics. within the center of the booklet, the authors tackle 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 whole and thorough theoretical research. A extra lifelike type of worth new release is studied the place worth functionality approximations are assumed to have finite mistakes. Adaptive Dynamic Programming additionally information one other road of the ADP procedure: coverage new release. either easy and generalized varieties 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 structures, the regulate of affine and nonaffine nonlinear platforms is studied utilizing the ADP process that's then prolonged to different branches of keep an eye on conception together with decentralized regulate, strong and warranted expense keep an eye on, and video game conception. within the final a part of the e-book the real-world value of ADP concept is gifted, concentrating on 3 software examples built from the authors’ work:
• renewable power scheduling for clever strength grids;

• coal gasification techniques; 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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