Optimal controllers not satisfying the separation theorem

The paper deals with the problem of finding an optimal feedback control for stochastic continuous-time system with incomplete information. In the case of linear-quadratic-Gaussian assumptions, a standard solution is given by the separation theorem via two separate problems of estimation and control....

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Veröffentlicht in:Cybernetics and systems analysis 2000-05, Vol.36 (3), p.426-436
Hauptverfasser: Lyashenko, E. A., Ryashko, L. B.
Format: Artikel
Sprache:eng
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Zusammenfassung:The paper deals with the problem of finding an optimal feedback control for stochastic continuous-time system with incomplete information. In the case of linear-quadratic-Gaussian assumptions, a standard solution is given by the separation theorem via two separate problems of estimation and control. Other controllers of the same structure (dynamic unit + feedback) that minimize a quadratic functional but do not satisfy the separation principle are considered. For all such (equivalent) controllers, the quadratic functional has the same value.
ISSN:1060-0396
1573-8337
DOI:10.1007/BF02732993