On the discrete time-varying JLQG problem
Czornik, Adam ; Świerniak, Andrzej
International Journal of Applied Mathematics and Computer Science, Tome 12 (2002), p. 203-207 / Harvested from The Polish Digital Mathematics Library

In the present paper optimal time-invariant state feedback controllers are designed for a class of discrete time-varying control systems with Markov jumping parameter and quadratic performance index. We assume that the coefficients have limits as time tends to infinity and the boundary system is absolutely observable and stabilizable. Moreover, following the same line of reasoning, an adaptive controller is proposed in the case when system parameters are unknown but their strongly consistent estimators are available.

Publié le : 2002-01-01
EUDML-ID : urn:eudml:doc:207580
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     author = {Czornik, Adam and \'Swierniak, Andrzej},
     title = {On the discrete time-varying JLQG problem},
     journal = {International Journal of Applied Mathematics and Computer Science},
     volume = {12},
     year = {2002},
     pages = {203-207},
     zbl = {1049.93087},
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Czornik, Adam; Świerniak, Andrzej. On the discrete time-varying JLQG problem. International Journal of Applied Mathematics and Computer Science, Tome 12 (2002) pp. 203-207. http://gdmltest.u-ga.fr/item/bwmeta1.element.bwnjournal-article-amcv12i2p203bwm/

[000] Abou-Kandil H., Freiling G. and Jank G. (1994): Solution and asymptotic behavior of coupled Riccati equations in jump linear systems. -IEEE Trans. Automat. Contr., Vol. 39, No. 8, pp. 1631-1636. | Zbl 0925.93387

[001] Abou-Kandil H., Freiling G. and Jank G. (1995): On the solution of discrete-time Markovian jump linear quadratic control problems. -Automatica, Vol. 31, No. 5, pp. 765-768. | Zbl 0822.93074

[002] Caines P.E. and Zhang J.F. (1995): On adaptive control of jump parameter systems via nonlinear filtrating. - SIAM J. Contr.Optim., Vol. 33, No. 6, pp. 1758-1777. | Zbl 0843.93076

[003] Costa O.L.V. and Fragoso M.D. (1995): Discrete-time LQ-optimal control problems for infinite Markov jump parameter systems. - IEEE Trans. Automat. Contr., Vol. 40, No. 12, pp. 2076-2088. | Zbl 0843.93091

[004] Chizeck H.J., Willsky A.S. and Castanon D. (1986): Discrete-time Markovian-jump linear quadratic optimal control. - Int. J. Contr., Vol. 43, No. 1, pp. 213-231. | Zbl 0591.93067

[005] Czornik A. (1998): On time-varying LQG. - Prep. IFACConf. System Structure and Control, France, Nantes, pp. 427-432.

[006] Czornik A. (1999): On discrete-time linear quadratic-control. -Syst. Contr. Lett., Vol. 36, No. 2, pp. 101-107. | Zbl 0914.93068

[007] Czornik A. (2000): Continuity of the solution of the Riccati equations for continuous time JLQP. - IEEE Trans. Automat. Contr., Vol. 45, No. 5, pp. 934-937. | Zbl 0977.34062

[008] Czornik A. (2002): Adaptive control for jump linear system with quadratic cost. - Int. J. Adapt. Contr. Signal Process., (submitted). | Zbl 1121.49034

[009] Czornik A. and Świerniak A. (2001): On the discrete JLQ and JLQG problems. - Nonlin. Anal., Vol. 47, No. 1, pp. 423-434. | Zbl 1042.49537

[010] Dufour F. and Bertrand P. (1994): Stabilizing control law for hybrid models. - IEEE Trans. Automat. Contr., Vol. 38, No. 11, pp. 2354-2357. | Zbl 0825.93698

[011] Dufor F. and Elliott R. (1998): Adaptive control for linear systems with markov perturbations. - IEEE Trans. Automat. Contr., Vol. 43, No. 3, pp. 351-372.

[012] Ghosh M.K. (1995): A note on an LQG regulator with Markovian switching and pathwise average cost. - IEEE Trans. Automat. Contr., Vol. 40, No. 2, pp. 1919-1921. | Zbl 0843.93090

[013] Ghaoui L. (1996): LMI optimization for nonstandard Riccati equations arising in stochastic control. - IEEE Trans. Automat. Contr., Vol. 41, No. 11, pp. 1666-1671. | Zbl 0863.93087

[014] Griffiths B.E. and Loparo K. (1985): Optimal control of jump-linear gaussian systems. - Int. J. Contr., Vol. 42, No. 4, pp. 791-819. | Zbl 0583.93070

[015] Ji Y. and Chizeck H.J. (1988): Controllability, observability and discrete-time markovian jump linear quadratic control. - Int. J. Contr., Vol. 48, No. 2, pp. 481-498. | Zbl 0669.93007

[016] Ji Y. and Chizeck H.J. (1989): Optimal quadratic control of jump linear systems with separately controlled transition probabilities. -Int. J. Contr., Vol. 49, No. 2, pp. 481-491. | Zbl 0677.93071

[017] Mariton M. (1987): Jump linear quadratic control with random state discontinuities. - Automatica, Vol. 23, No. 2, pp. 237-240. | Zbl 0628.93074

[018] Pan G. and Bar-Shalom Y. (1996): Stabilization of jump linear gaussian systems without mode observations. - Int. J. Contr., Vol. 64, No. 4, pp. 631-666. | Zbl 0857.93095

[019] Sworder D.D. (1969): Feedback control of a class of linear systems with jump parameters. - IEEE Trans. Automat. Contr., Vol. 14, No. 1, pp. 9-14.

[020] Sworder D.D. and Robinson V.G. (1973): Feedback regulators for jump parameter systems with state and control dependent transition rates. -IEEE Trans. Automat. Contr., Vol. 18, No. 4, pp. 355-359. | Zbl 0279.93059