2603003327
  • Open Access
  • Article

Exponential Stability Criteria for Fractional Order Switched System Based on Multiple Discontinuous Lyapunov Function Method

  • Qinqin Liao,   
  • Danfeng Luo *

Received: 24 Jan 2026 | Revised: 12 Mar 2026 | Accepted: 16 Mar 2026 | Published: 24 Mar 2026

Abstract

In this article, the exponential stability of Caputo fractional order switched system (CFOSS) that simultaneously includes unstable and stable subsystems is discussed. By combining the mode-dependent average dwell time (MDADT) technique with the multiple discontinuous Lyapunov functions (MDLF) method, the sufficient, low-conservatism conditions for such stability are obtained, and then the conditions are applied to Caputo fractional order linear switched system (CFOLSS) to derive a set of algebraic criteria for solvable linear matrix inequalities (LMIs). Next, the criteria for stability of the switched T-S fuzzy model under rapid and slow MDADT switching are determined by representing the underlying nonlinear system using the T-S fuzzy modeling approach. The findings verify that CFOSS with unstable subsystems and stable subsystems is exponentially stable when the stable subsystems stay long enough or when all unstable subsystems switch quickly enough. Ultimately, the efficacy of the result is validated via two numerical simulation examples provided.

References 

  • 1.

    Liberzon, D.; Morse, A.S. Basic problems in stability and design of switched systems. IEEE Control Syst. Mag. 1999, 19, 59–70.

  • 2.

    Xiang, M.; Xiang, Z.R. Exponential stability of discrete-time switched linear positive systems with time-delay. Appl. Math. Comput. 2014, 230, 193–199.

  • 3.

    Wang, B.; Zhu, Q.X. Stability analysis of semi-Markov switched stochastic systems. Automatica 2018, 94, 72–80.

  • 4.

    Cui, D.; Xiang, Z.R. Nonsingular fixed-time fault-tolerant fuzzy control for switched uncertain nonlinear systems. IEEE Trans. Fuzzy Syst. 2022, 31, 174–183.

  • 5.

    Huang, J.Z.; Luo, D.F. Ulam-hyers stability of fuzzy fractional non-instantaneous impulsive switched differential equations under generalized hukuhara differentiability. Int. J. Fuzzy Syst. 2024, 26, 1481–1492.

  • 6.

    Zhu, Y.Z.; Zheng, W.X. Multiple Lyapunov functions analysis approach for discrete-time-switched piecewise-affine systems under dwell-time constraints. IEEE Trans. Autom. Control 2019, 65, 2177–2184.

  • 7.

    Dong, Y.; Tang, X. Finite-time stability and observer-based control for nonlinear uncertain discrete-time switched system. Comput. Appl. Math. 2023, 42, 168.

  • 8.

    Liao, Q.Q.; Luo, D.F. Exponential stability of fractional order impulsive switched system with stable and unstable subsystems. Commun. Nonlinear Sci. Numer. Simul. 2025, 149, 108940.

  • 9.

    Lee, T.C.; Tan, Y.; Su, Y.F.; et al. Invariance principles and observability in switched systems with an application in consensus. IEEE Trans. Autom. Control 2020, 66, 5128–5143.

  • 10.

    Cheng, D.Z.; Wang, J.H.; Hu, X.M. An extension of LaSalle’s invariance principle and its application to multi-agent consensus. IEEE Trans. Autom. Control 2008, 53, 1765–1770.

  • 11.

    Wang, Y.Q.; Lu, J.Q.; Lou, Y.J. Stability of switched systems with limiting average dwell time. Int. J. Robust Nonlinear Control 2019, 29, 5520–5532.

  • 12.

    Kelley, W.G.; Peterson, A.C. The Theory of Differential Equations; Springer: Berlin/Heidelberg, Germany, 2010.

  • 13.

    Wang, Y.W.; Zeng, Z.H.; Liu, X.K.; et al. Input-to-state stability of switched linear systems with unstabilizable modes under DoS attacks. Automatica 2022, 146, 110607.

  • 14.

    Liu, C.; Mao, X.; Zhang, H.B. Unified mode-dependent average dwell time stability criteria for discrete-time switched systems. Int. J. Robust Nonlinear Control 2020, 30, 5356–5368.

  • 15.

    Li, X.D.; Song, S.J.; Wu, J.H. Exponential stability of nonlinear systems with delayed impulses and applications. IEEE Trans. Autom. Control 2019, 64, 4024–4034.

  • 16.

    Liu, X.Z.; Shen, J.H. Stability theory of hybrid dynamical systems with time delay. IEEE Trans. Autom. Control 2006, 51, 620–625.

  • 17.

    Li, X.D.; Yang, D. Stabilization of impulsive switched systems: State-dependent switching approach. IEEE Trans. Syst. Man Cybern. Syst. 2023, 54, 1094–1103.

  • 18.

    Zhao, X.D.; Zhang, L.X.; Shi, P.; et al. Stability and stabilization of switched linear systems with mode-dependent average dwell time. IEEE Trans. Autom. Control 2011, 57, 1809–1815.

  • 19.

    Kang, Y.; Zhang, N.K.; Chen, G.Y. Global exponential stability of impulsive switched positive nonlinear systems with mode-dependent impulses. Appl. Math. Comput. 2023, 436, 127515.

  • 20.

    Zhang, T.X.; Li, X.D. Input/output-to-state stability of impulsive switched systems with time delays. IEEE Access 2019, 7, 109518–109527.

  • 21.

    Xie, D.H.; Zhang, H.Y. Exponential stability of switched systems with unstable subsystems: A mode-dependent average dwell time approach. Circuits Syst. Signal Process. 2013, 32, 3093–3105.

  • 22.

    Zhang, Y.; Liu, X.Z.; Shen, X.M. Stability of switched systems with time delay. Nonlinear Anal. Hybrid Syst. 2007, 1, 44–58.

  • 23.

    Zhao, J.; Spong, M.W. Hybrid control for global stabilization of the cart-pendulum system. Automatica 2001, 37, 1941–1951.

  • 24.

    Zwart, H.; van Mourik, S.; Keesman, K. Switching control for a class of non-linear systems with an application to post-harvest food storage. Eur. J. Control 2010, 16, 567–573.

  • 25.

    Tanaki, K.; Sugeno, M. Fuzzy identification of systems and its applications to modeling and control. IEEE Trans. Syst. Man Cybern. 1985, 15, 116–132.

  • 26.

    Wang, W.; Wang, L.; Xie, X.; et al. A switching control approach for stability analysis of constrained T-S fuzzy systems. Nonlinear Dyn. 2024, 112, 8249–8259.

  • 27.

    Yan, F.X.; Luo, D.F. Finite-time stability of Caputo fractional fuzzy differential equations with delay in granular sense. Commun. Nonlinear Sci. Numer. Simul. 2024, 134, 108022.

  • 28.

    Yu, Q.; Yan, J. A novel average dwell time strategy for stability analysis of discrete-time switched systems by T-S fuzzy modeling. J. Comput. Appl. Math. 2021, 391, 113306.

  • 29.

    Liu, H.; Pan, Y.; Cao, J.; et al. Positivity and stability analysis for fractional-order delayed systems: A TS fuzzy model approach. IEEE Trans. Fuzzy Syst. 2020, 29, 927–939.

  • 30.

    Lin, T.C.; Kuo, C.H. H∞ synchronization of uncertain fractional order chaotic systems: Adaptive fuzzy approach. ISA Trans. 2011, 50, 548–556.

  • 31.

    Lakshmikantham, V.; Vatsala, A.S. Basic theory of fractional differential equations. Nonlinear Anal. Theory Methods Appl. 2008, 69, 2677–2682.

  • 32.

    Hilfer, R. Applications of Fractional Calculus in Physics; World Scientific: Singapore, 2000.

  • 33.

    Houas, M.; Samei, M.E. Existence and stability of solutions for linear and nonlinear damping of q-fractional Duffing-Rayleigh problem. Mediterr. J. Math. 2023, 20, 148.

  • 34.

    Wang, B.; Zhu, Q.X. Stability analysis of Markov switched stochastic differential equations with both stable and unstable subsystems. Syst. Control Lett. 2017, 105, 55–61.

  • 35.

    Li, X.Y.; Wu, K.N.; Yang, Z.W. Exponential stabilization for spatial multiple-fractional advection-diffusion-reaction system. Appl. Math. Comput. 2025, 499, 129409.

  • 36.

    HosseinNia, S.H.; Tejado, I.; Vinagre, B.M. Stability of fractional order switching systems. Comput. Math. Appl. 2013, 66, 585–596.

  • 37.

    Chen, G.P.; Yang, Y. Stability of a class of nonlinear fractional order impulsive switched systems. Trans. Inst. Meas. Control 2017, 39, 781–790.

  • 38.

    Zhao, X.D.; Yin, Y.F.; Zheng, X.L. State-dependent switching control of switched positive fractional-order systems. ISA Trans. 2016, 62, 103–108.

  • 39.

    Feng, T.; Wu, B.W.; Wang, Y.E.; et al. Input-output finite-time stability of fractional-order switched singular continuous-time systems. Asian J. Control 2019, 23, 1052–1061.

  • 40.

    Benzaouia, A.; Hmamed, A.; Mesquine, F.; et al. Stabilization of continuous-time fractional positive systems by using a Lyapunov function. IEEE Trans. Autom. Control 2014, 59, 2203–2208.

  • 41.

    Malesza, W. Positive fractional variable order discrete-time systems. IFAC-PapersOnLine 2017, 50, 8072–8076.

  • 42.

    Wang, Q.X.; Long, F.; Mo, L.; et al. Almost sure stability of Caputo fractional-order switched linear systems with deterministic and stochastic switching signals. Automatika 2023, 64, 1296–1305.

  • 43.

    Zhan, T.; Ma, S.P.; Li,W.T.; et al. Exponential stability of fractional-order switched systems with mode-dependent impulses and its application. IEEE Trans. Cybern. 2021, 52, 11516–11525.

  • 44.

    Feng, T.; Guo, L.H.; Wu, B.W.; et al. Stability analysis of switched fractional-order continuous-time systems. Nonlinear Dyn. 2020, 102, 2467–2478.

  • 45.

    Luo, D.F.; Zhu, Q.X.; Luo, Z.G. A novel result on averaging principle of stochastic Hilfer-type fractional system involving non-Lipschitz coefficients. Appl. Math. Lett. 2021, 122, 107549.

  • 46.

    Yuan, Y.H.; Luo, D.F. Relatively exact controllability of fractional stochastic neutral system with two incommensurate constant delays. Math. Methods Appl. Sci. 2024, 47, 6471–6488.

  • 47.

    Ma, Y.J.; Wu, B.W.; Wang, Y.E. Finite-time stability and finite-time boundedness of fractional order linear systems. Neurocomputing 2016, 173, 2076–2082.

  • 48.

    Zhang, L.; Yang, Y. Different impulsive effects on synchronization of fractional-order memristive BAM neural networks. Nonlinear Dyn. 2018, 93, 233–250.

  • 49.

    Suresh, R.; Meiyanathan, M.; Vadivel, R.; et al. Exponential stability analysis of Markovian jumping switched cellular neural networks via memory-event-triggered control. J. Appl. Math. Comput. 2025, 71, 5697–5727.

  • 50.

    Vadivel, R.; Syed Ali, M.; Joo, Y.H. Robust H∞ performance for discrete time TS fuzzy switched memristive stochasticneural networks with mixed time-varying delays. J. Exp. Theor. Artif. Intell. 2021, 33, 79–107.

  • 51.

    Syed Ali, M.; Vadivel, R. Decentralized event-triggered exponential stability for uncertain delayed genetic regulatory networks with Markov jump parameters and distributed delays. Neural Process. Lett. 2018, 47, 1219–1252.

Share this article:
How to Cite
Liao, Q.; Luo, D. Exponential Stability Criteria for Fractional Order Switched System Based on Multiple Discontinuous Lyapunov Function Method. Complex Systems Stability & Control 2026, 2 (1), 3. https://doi.org/10.53941/cssc.2026.100003.
RIS
BibTex
Copyright & License
article copyright Image
Copyright (c) 2026 by the authors.