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 booklet covers the newest advancements in adaptive dynamic programming (ADP). The textual content starts off with an intensive historical past evaluation of ADP to ensure that readers are sufficiently accustomed to the basics. within the center of the e-book, the authors tackle first discrete- after which continuous-time structures. assurance of discrete-time platforms starts off with a extra basic kind of worth new release to illustrate its convergence, optimality, and balance with entire and thorough theoretical research. A extra lifelike type of price generation is studied the place price functionality approximations are assumed to have finite error. Adaptive Dynamic Programming additionally info one other road of the ADP procedure: coverage new release. either easy and generalized kinds 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 structures, the keep an eye on of affine and nonaffine nonlinear platforms is studied utilizing the ADP technique that's then prolonged to different branches of keep watch over idea together with decentralized keep an eye on, powerful and assured expense keep watch over, and video game idea. within the final a part of the booklet the real-world value of ADP idea is gifted, targeting 3 program examples constructed from the authors’ work:
• renewable strength scheduling for shrewdpermanent energy grids;

• coal gasification strategies; and

• water–gas shift reactions.
Researchers learning clever keep watch over 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 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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