Choice of approximator and design of penalty function for an approximate dynamic programming based control approach

This paper investigates the choice of function approximator for an approximate dynamic programming (ADP) based control strategy. The ADP strategy allows the user to derive an improved control policy given a simulation model and some starting control policy (or alternatively, closed-loop identificati...

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Bibliographic Details
Published in:	Journal of process control Vol. 16; no. 2; pp. 135 - 156
Main Authors:	Lee, Jong Min, Kaisare, Niket S., Lee, Jay H.
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.02.2006
Subjects:	Approximate dynamic programming k-nearest neighbor Neural network Approximate dynamic programming k-nearest neighbor Neural network
ISSN:	0959-1524, 1873-2771
Online Access:	Get full text
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