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On the steady state behaviour of stochastic systems

โœ Scribed by P. E. Caines; S. P. Meynt; E. Moscas


Publisher
John Wiley and Sons
Year
1988
Tongue
English
Weight
562 KB
Volume
2
Category
Article
ISSN
0890-6327

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โœฆ Synopsis


The question of the existence of steady state solutions to the closed loop system equations for stochastic systems, and in particular ARMAX systems under non-linear feedback control, is addressed. Using the ergodic theory of time-invariant Markov processes, it is shown that corresponding to a large class of control laws there exist shift-invariant probabilities for the joint disturbance input-output processes. This permits an asymptotic analysis of (i) averages of functions of the state process, (ii) the probability distributions governing the state process and (iii) loss functions on the system in the steady state.

KEY WORDS Stochastic systems Steady state ARMAX systems Markov processes

Input-output processes


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