Stability Radii of Infinite-Dimensional Discrete-Time Systems Discomfited by Stochastic Perturbations

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Authors

  • Leila Yahiaoui Department of Mathematics, LTM, University of Batna 2, Mostefa Ben Boulaïd, Fesdis, Batna 05078, Algeria Author
  • Maissa Kada Department of Mathematics, LTM, University of Batna 2, Mostefa Ben Boulaïd, Fesdis, Batna 05078, Algeria Author
  • Abdelaziz Mennouni Department of Mathematics, LTM, University of Batna 2, Mostefa Ben Boulaïd, Fesdis, Batna 05078, Algeria Author

DOI:

https://doi.org/10.5890/DNC.2024.03.003

Abstract

This research uses the stability radius approach to investigate the robust stability of an infinite-dimensional linear discrete-time system subjected to stochastic perturbations. First, we characterize the stability radius in terms of a Lyapunov equation. These characterizations improve a computational formula for calculating the stability radius. The second goal is to study how state feedback can maximize the stability radius. We characterize the maximum attainable stability radius using an infinite-dimensional discrete-time Riccati equation. Examples are provided to demonstrate the achieved outcomes.

References

[1] D. Hinrichsen and A. J. Pritchard, (1986), Stability radii of linear systems, Systems Control Lett., 7, 1--10.

[2] D. Hinrichsen and A. J. Pritchard, (2011), Mathematical Systems Theory I. Modelling, State Space Analysis, Stability and Robustness, Springer-Verlag, Berlin.

[3] S. Aberkane and V. Dragan, (2015), Robust Stability and Robust Stabilization of a Class of Discrete-Time Time-Varying Linear Stochastic Systems, SIAM Journal on Control and Optimization, 53, 30-–57.

[4] V. Dragan and S. Aberkane, (2021), Robust Stability of Time-Varying Markov Jump Linear Systems with Respect to a Class of Structured, Stochastic, Nonlinear Parametric Uncertainties, Axioms, 10, 148.

[5] D. D. Thuan, K. C. Nguyen, N. T. Ha and N. H. Du, (2019), Robust stability of linear time-varying implicit dynamic equations: a general consideration, Mathematics of Control, Signals, and Systems, 31, 385--413.

[6] B. Jacob, S. Möller and C. Wyss, (2020), Stability radius for infinite-dimensional interconnected systems, Systems Control Lett., 138, 152--158.

[7] V. Katewa and F. Pasqualetti, (2020), On the real stability radius of sparse systems, Automatica, 113, 108685.

[8] A. Heddar, M. Kada and A. Mennouni, Robust stabilization of infinite-dimensional systems under stochastic perturbations, DCDIS Series A: Mathematical Analysis, Accepted.

[9] M. Kada and S.E. Rebiai, (2012), Stability radii of infinite-dimensional systems subjected to unbounded stochastic perturbations, Systems Control Lett., 61, 24--30.

[10] E. Kalinina and A. Uteshev, (2021), On the real stability radius for some classes of matrices, Computer Algebra in Scientific Computing - Lecture Notes in Computer Science, 192--208.

[11] A. Kameche and M. Kada, (2021), Robust stabilization of infinite dimensional systems subjected to stochastic and deterministic perturbations, International Conference on Recent Advances in Mathematics and Informatics (ICRAMI), pp. 1--4.

[12] A. El Bouhtouri and A. J. Pritchard, (1992), Stability radii of linear systems with respect to stochastic perturbations, Systems Control Lett. 19, 29--33.

[13] A. El Bouhtouri, D. Hinrichsen and A. J. Pritchard, (2000), Stability radii of discrete-time stochastic systems with respect to blockdiagonal perturbations, Automatica, 36, 1033--1040.

[14] F. Wirth and D. Hinrichsen, (1994), On stability radii of infinite-dimensional time-varying discrete-time systems, IMA Journal of Mathematical Control and Information, 11, 253--276.

[15] M. Kada and S. E. Rebiai, (2006), Stability radii of infinite dimensional systems with stochastic uncertainty and their optimization, Int. J. Robust & Nonlinear Control, 16, 819--841.

[16] C.S. Kubrusly, (1989), A Note on the Lyapunov equation for discrete time linear systems in Hilbert spaces, Appl. Math. Lett. 2, 349--352.

[17] N.K. Son and P.H.A. Ngoc, (1999), Stability of linear infinite-dimensional systems under affine and fractional perturbations, Vietnam Journal of Mathematics, 27, 153--167.

[18] M. Kada, (2009), Robustness of infinite dimensional stochastic systems, Ph.D Thesis, University of Batna.

[19] V. M. Ungureanu, (2005), The quadratic control for linear discrete-time systems with independent random perturbations in Hilbert spaces connected with uniform observability, Acta Mathematica Universitatis Comenianae, 74, 107--126.

[20] V. M. Ungureanu, (2004), Uniform exponential stability for linear discrete-time systems with stochastic perturbations in Hilbert spaces, Bollettino dell'Unione Matematica Italiana, 7-B, 757--772.

[21] Amir Issaei, (2014), Estimation of Infinite-Dimensional Systems, Master's Research Papers, University of Waterloo.

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PublishedMarch 2024

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How to Cite

Yahiaoui, L., Kada, M., & Mennouni, A. (2026). Stability Radii of Infinite-Dimensional Discrete-Time Systems Discomfited by Stochastic Perturbations. Discontinuity, Nonlinearity, and Complexity, 13(1), 27-48. https://doi.org/10.5890/DNC.2024.03.003