Optimal control of linear, stochastic systems with state and input constraints

I. Batina, A.A. Stoorvogel, S. Weiland

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureConferentiebijdrageAcademicpeer review

34 Citaten (Scopus)

Samenvatting

In this paper we extend the work presented in our previous papers (2001) where we considered optimal control of a linear, discrete time system subject to input constraints and stochastic disturbances. Here we basically look at the same problem but we additionally consider state constraints. We discuss several approaches for incorporating state constraints in a stochastic optimal control problem. We consider in particular a soft-constraint on the state constraints where constraint violation is punished by a hefty penalty in the cost function. Because of the stochastic nature of the problem, the penalty on the state constraint violation can not be made arbitrary high. We derive a condition on the growth of the state violation cost that has to be satisfied for the optimization problem to be solvable. This condition gives a link between the problem that we consider and the well known H8 control problem.
Originele taal-2Engels
Titel41st IEEE Conference on Decision and Control, Las Vegas NV, USA, December 10-13, 2002
Plaats van productiePiscataway NJ
UitgeverijInstitute of Electrical and Electronics Engineers
Pagina's1564-1569
Volume2
ISBN van geprinte versie0-7803-7516-5
DOI's
StatusGepubliceerd - 2002
Evenement41st IEEE Conference on Decision and Control (CDC 2002) - Las Vegas, Verenigde Staten van Amerika
Duur: 10 dec 200213 dec 2002
Congresnummer: 41

Congres

Congres41st IEEE Conference on Decision and Control (CDC 2002)
Verkorte titelCDC 2002
Land/RegioVerenigde Staten van Amerika
StadLas Vegas
Periode10/12/0213/12/02
Ander41st IEEE conference on Decision and Control, Las Vegas, Nevada, USA

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