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

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

This ebook covers the latest advancements in adaptive dynamic programming (ADP). The textual content starts off with an intensive heritage overview of ADP to ensure that readers are sufficiently acquainted with the basics. within the center of the e-book, the authors tackle first discrete- after which continuous-time platforms. assurance of discrete-time platforms begins with a extra common type of price new release to illustrate its convergence, optimality, and balance with entire and thorough theoretical research. A extra practical kind of price generation is studied the place price functionality approximations are assumed to have finite blunders. Adaptive Dynamic Programming additionally information one other road of the ADP process: coverage generation. either easy and generalized varieties 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 structures, the keep watch over of affine and nonaffine nonlinear platforms is studied utilizing the ADP technique that is then prolonged to different branches of regulate idea together with decentralized keep watch over, powerful and assured price keep watch over, and video game idea. within the final a part of the publication the real-world value of ADP thought is gifted, targeting 3 program examples constructed from the authors’ work:
• renewable power scheduling for clever energy grids;

• coal gasification tactics; and

• water–gas shift reactions.
Researchers learning clever regulate equipment 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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