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

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

ISBN-10: 331950813X

ISBN-13: 9783319508139

This booklet covers the latest advancements in adaptive dynamic programming (ADP). The textual content starts off with a radical history evaluate of ADP with the intention that readers are sufficiently acquainted with the basics. within the middle of the e-book, the authors handle first discrete- after which continuous-time platforms. insurance of discrete-time structures starts off with a extra normal kind of worth generation to illustrate its convergence, optimality, and balance with entire and thorough theoretical research. A extra reasonable type of price new release is studied the place worth functionality approximations are assumed to have finite error. Adaptive Dynamic Programming additionally information one other street of the ADP procedure: coverage new release. either uncomplicated and generalized different types 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 regulate of affine and nonaffine nonlinear platforms is studied utilizing the ADP method that's then prolonged to different branches of regulate thought together with decentralized keep an eye on, strong and assured price regulate, and video game idea. within the final a part of the booklet the real-world value of ADP idea is gifted, concentrating on 3 program examples constructed from the authors’ work:
• renewable power scheduling for shrewdpermanent strength grids;

• coal gasification procedures; and

• water–gas shift reactions.
Researchers learning clever keep watch over tools and practitioners seeking to observe them within the chemical-process and power-supply industries will locate a lot to curiosity them during this thorough remedy of a complicated 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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