Download e-book for kindle: Adaptive Dynamic Programming with Applications in Optimal by Derong Liu,Qinglai Wei,Ding Wang,Xiong Yang,Hongliang Li

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

This publication covers the latest advancements in adaptive dynamic programming (ADP). The textual content starts off with an intensive historical past assessment of ADP to ensure that readers are sufficiently accustomed to the basics. within the middle of the booklet, the authors deal with first discrete- after which continuous-time platforms. assurance of discrete-time structures begins with a extra normal type of worth generation 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 blunders. Adaptive Dynamic Programming additionally info one other road of the ADP strategy: coverage new release. either uncomplicated and generalized varieties of policy-iteration-based ADP are studied with entire and thorough theoretical research by way of convergence, optimality, balance, and mistake bounds. between continuous-time platforms, the regulate of affine and nonaffine nonlinear structures is studied utilizing the ADP strategy that is then prolonged to different branches of keep watch over conception together with decentralized keep an eye on, powerful and warranted price keep an eye on, and video game conception. within the final a part of the booklet the real-world importance of ADP concept is gifted, targeting 3 software examples built from the authors’ work:
• renewable power scheduling for clever energy grids;

• coal gasification techniques; and

• water–gas shift reactions.
Researchers learning clever keep an eye on equipment and practitioners seeking to follow them within the chemical-process and power-supply industries will locate a lot to curiosity them during this thorough remedy of a sophisticated 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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