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 an intensive heritage evaluation of ADP with the intention that readers are sufficiently conversant in the basics. within the middle of the publication, the authors handle first discrete- after which continuous-time structures. assurance of discrete-time structures begins with a extra basic kind of price generation to illustrate its convergence, optimality, and balance with whole and thorough theoretical research. A extra real looking kind of worth generation is studied the place worth functionality approximations are assumed to have finite blunders. Adaptive Dynamic Programming additionally information one other street of the ADP procedure: coverage generation. 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 platforms, the keep an eye on of affine and nonaffine nonlinear platforms is studied utilizing the ADP method that's then prolonged to different branches of keep an eye on concept together with decentralized regulate, strong and assured fee keep an eye on, and online game concept. within the final a part of the ebook the real-world value of ADP concept is gifted, targeting 3 software examples built from the authors’ work:
• renewable strength scheduling for clever strength grids;

• coal gasification techniques; and

• water–gas shift reactions.
Researchers learning clever regulate 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 sophisticated method of control.

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