Abstract
The notion of superstability of linear control systems was introduced. Superstability which is a sufficient condition for stability was formulated in terms of linear constraints on the entries of a matrix or the coefficients of a characteristic polynomial. In the first part of the paper, the properties of superstable systems were studied. The norms of solutions were proved to decrease exponentially monotonically in the absence of perturbations, and the solutions were proved to be uniformly bounded in the presence of bounded perturbations. A generalization to nonlinear and time varying systems was discussed. Spectral properties of superstable systems were studied. For interval matrices, a complete solution was given to the problem of robust superstability.
Similar content being viewed by others
REFERENCES
Lozinskii, S.M., Estimating the Errors of the Approximate Solution of Systems of Ordinary Differential Equations, Dokl.Akad.Nauk SSSR, 1953, vol. 92, no. 2, pp. 225–228.
Bylov, B.F., Vinograd, R.E., Grobman, D.M., et al., Teoriya pokazatelei Lyapunova i ee prilozheniya k voprosam ustoichivosti (Theory of the Lyapunov Indices and its Application to Stability), Moscow: Nauka, 1966.
Molchanov, A.P. and Pyatnitskii, E.S., Lyapunov Functions Defining the Necessary and Sufficient Conditions for Absolute Stability of Nonlinear and Time Varying Control Systems. III, Avtom.Telemekh., 1986, no. 5, pp. 38–49.
Voronov, V.A., Vvedenie v dinamiku slozhnykh upravlyaemykh sistem (Introduction into Dynamics of Complex Controllable Systems), Moscow: Nauka, 1985.
Horn, R. and Johnson, C., Matrix Analysis, New York: Cambridge Univ. Press, 1985. Translated under the title Matrichnyi analiz, Moscow: Mir, 1989.
Bellman, R.E., Introduction to Matrix Analysis, New York: McGraw-Hill, 1960. Translated under the title Vvedenie v teoriyu matrits, Moscow: Nauka, 1969.
Coppel, W., Stability and Asymptotic Behavior of Differential Equations, Boston: Heath, 1965.
Desoer, C. and Vidyasagar, M., Feedback Systems: Input-Output Properties, New York: Academic, 1975.
Kaszkurevich, E. and Bhaya, A., Matrix Diagonal Stability in Systems and Computation, Boston: Birkhäuser, 2000.
Šiljak D.D., Large-Scale Dynamic Systems: Stability and Structure, New York: North-Holland, 1978.
Cohn, A., Ñber die Anzahl der Wurzeln einer algebraischen Gleichung in einem Kreise, Mat.Zeitschrift, 1922, vol. 14, pp. 110–148.
Polyak, B. and Halpern, M., Optimal Design for Discrete-Time Linear Systems via New Performance Index, Int.J.Adaptive Control Signal Proc., 2001, vol. 15, no. 2, pp. 129–152.
Polyak, B.T., Superstable Control Systems, in Plenarnye dokl.12 Baikal'skoi mezhd.konf.“Metody optimizatsii and ikh prilozheniya” (Plenary Papers at the Twelfth Int. Baikal Conf. “Methods of Optimization and Their Applications”), Irkutsk, 2001, pp. 209–219.
Blanchini, F., Set Invariance in Control, Automatica, 1999, vol. 35, pp. 1747–1767.
Blanchini, F. and Sznaier, M., A Convex Optimization Approach for Fixed-Order Controller Design for Disturbance Rejection in SISO Systems, IEEE Trans.Autom.Control, 2000, vol. 45, pp. 784–789.
Bobyleva, O.N. and Pyatnitskii, E.S., Systems with Piecewise-linear Lyapunov Functions, Avtom.Telemekh., 2001, no. 9, pp. 25–36.
Dmitriev, N.A. and Dynkin E.B., On the Characteristic Numbers of Stochastic Matrices, Dokl.Akad.Nauk SSSR, 1945, vol. 49, pp. 159–162.
Karpilevich, F.I., On the Characteristic Roots of Matrices with Nonnegative Entries, Izv.Akad.Nauk SSSR, Mat., 1951, vol. 15, pp. 361–383.
Wilks, S., Mathematical Statistics, New York: Wiley, 1962. Translated under the title Matematicheskaya statistika, Moscow: Nauka, 1967.
Bhattacharyya, S., Chapellat, H., and Keel L., Robust Control: The Parametric Approach, Upper Saddle River: Prentice Hall, 1995.
Nemirovskii, A.A., Several NP-hard Problems Arising in Robust Stability Analysis, Math.Control, Sign., Syst., 1994, vol. 6, pp. 99–105.
Blondel, V. and Tsitsiklis, J.N., A Survey of Computational Complexity Results in Systems and Control, Automatica, 2000, vol. 35, pp. 1249–1274.
Qiu, L. and Davison, E.L., A Simple Procedure for Exact Stability Robustness Computation of Polynomials with Affine Coefficient Perturbations, Syst.Control Lett., 1989, vol. 13, pp. 413–420.
Author information
Authors and Affiliations
Rights and permissions
About this article
Cite this article
Polyak, B.T., Shcherbakov, P.S. Superstable Linear Control Systems. I. Analysis. Automation and Remote Control 63, 1239–1254 (2002). https://doi.org/10.1023/A:1019823208592
Issue Date:
DOI: https://doi.org/10.1023/A:1019823208592