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Adaptive dynamic programming with ap...

Liu, Derong.

Adaptive dynamic programming with applications in optimal control

Record Type:	Electronic resources : Monograph/item
Title/Author:	Adaptive dynamic programming with applications in optimal controlby Derong Liu ... [et al.].
other author:	Liu, Derong.
Published:	Cham :Springer International Publishing :2017.
Description:	xxx, 594 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
Subject:	Dynamic programming.
Online resource:	http://dx.doi.org/10.1007/978-3-319-50815-3
ISBN:	9783319508153$q(electronic bk.)

Adaptive dynamic programming with applications in optimal control
Adaptive dynamic programming with applications in optimal control[electronic resource] /by Derong Liu ... [et al.]. - Cham :Springer International Publishing :2017. - xxx, 594 p. :ill., digital ;24 cm. - Advances in industrial control,1430-9491. - Advances in industrial control..

History of Adaptive Dynamic Programming -- Part I: Continuous-Time Systems -- Optimal Control of Continuous-Time Affine Nonlinear Systems -- Optimal Control of Nonaffine Continuous-Time Systems -- Robust and Guaranteed Cost Control of Continuous-Time Nonlinear Systems -- Decentralized Stabilization and Control of Nonlinear Interconnected Systems -- Online Synchronous Optimal Learnign Algorithms for Multiplayer Nonzero-Sum Games with Unknown Dynamics -- Part II: Discrete-Time Systems -- Value Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems -- Finite Approximation Error-Based Value Iteration for Adaptive Dynamic Programming -- Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems -- Generalized Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems -- Error-Bound Analysis of Adaptive Dynamic Programming Algorithms for Solving Undiscounted Optimal Control Problems -- Part III: Applications -- Adaptive Dynamic Programming for Renewable Energy Scheduling and Battery Management in Smart Homes -- Adaptive Dynamic Programming for Optimal Tracking Control of a Coal Gasification Process -- Data-Driven Neuro-Optimal Temperature Control of Water-Gas Shift Reaction.

ISBN: 9783319508153$q(electronic bk.)

Standard No.: 10.1007/978-3-319-50815-3doiSubjects--Topical Terms:

181912
Dynamic programming.

LC Class. No.: T57.83

Dewey Class. No.: 519.703

Adaptive dynamic programming with applications in optimal control
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245 0 0 $a Adaptive dynamic programming with applications in optimal control $h [electronic resource] / $c by Derong Liu ... [et al.].
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490 1 $a Advances in industrial control, $x 1430-9491
505 0 $a History of Adaptive Dynamic Programming -- Part I: Continuous-Time Systems -- Optimal Control of Continuous-Time Affine Nonlinear Systems -- Optimal Control of Nonaffine Continuous-Time Systems -- Robust and Guaranteed Cost Control of Continuous-Time Nonlinear Systems -- Decentralized Stabilization and Control of Nonlinear Interconnected Systems -- Online Synchronous Optimal Learnign Algorithms for Multiplayer Nonzero-Sum Games with Unknown Dynamics -- Part II: Discrete-Time Systems -- Value Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems -- Finite Approximation Error-Based Value Iteration for Adaptive Dynamic Programming -- Policy Iteration for Optimal Control of Discrete-Time Nonlinear Systems -- Generalized Policy Iteration Adaptive Dynamic Programming for Discrete-Time Nonlinear Systems -- Error-Bound Analysis of Adaptive Dynamic Programming Algorithms for Solving Undiscounted Optimal Control Problems -- Part III: Applications -- Adaptive Dynamic Programming for Renewable Energy Scheduling and Battery Management in Smart Homes -- Adaptive Dynamic Programming for Optimal Tracking Control of a Coal Gasification Process -- Data-Driven Neuro-Optimal Temperature Control of Water-Gas Shift Reaction.
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