Abstract
Though the commonly used fractional Lyapunov stability and LaSalle theorems have been beneficial in the development of the theory and applications of fractional derivatives, their proofs hold certain flaws which can make their applicability questionable. From this point, we established new invariant set-based stability theorems for fractional order Caputo systems. As a consequence, we have obtained the fractional version of the Lyapunov stability theorem. In addition, sufficient conditions for the uniform asymptotic stability of Caputo systems are derived. Finally, two illustrative applications from population dynamics are presented to validate the effectiveness of the theoretical results.
Similar content being viewed by others
References
Sun H, Zhang Y, Baleanu D, Chen W, Chen Y (2018) A new collection of real-world applications of fractional calculus in science and engineering. Commun Nonlinear Sci Num Simul 64:213–231
Malek H, Dadras S, Chen YQ (2016) Fractional order equivalent series resistance modelling of electrolytic capacitor and fractional order failure prediction with application to predictive maintenance. IET Power Electr 9(8):1608–1613
Cohen I, Golding I, Ron IG, Ben-Jacob E (2001) Biofluiddynamics of lubricating bacteria. Math Methods Appl Sci 24:1429–1468
Kilbas AA, Srivastava HM, Trujillo JJ (2006) Theory and applications of fractional differential equations, vol 204. Elsevier
Petrás I (2011) Fractional derivatives, fractional integrals, and fractional differential equations in Matlab (p. 9412). IntechOpen
Khalil HK (2002) Nonlinear systems third edition. Patience Hall, UK 115
Li Y, Chen Y, Podlubny I (2009) Mittag-Leffler stability of fractional order nonlinear dynamic systems. Automatica 45(8):1965–1969
Li Y, Chen Y, Podlubny I (2010) Stability of fractional-order nonlinear dynamic systems: Lyapunov direct method and generalized Mittag-Leffler stability. Comput Math Appl 59(5):1810–1821
Shen J, Lam J (2014) Non-existence of finite-time stable equilibria in fractional-order nonlinear systems. Automatica 50(2):547–551
Naifar O, Makhlouf AB, Hammami MA (2017) Comments on “Mittag-Leffler stability of fractional order nonlinear dynamic systems [Automatica 45 (8)(2009) 1965–1969].’’. Automatica 75:329
Delavari H, Baleanu D, Sadati J (2012) Stability analysis of Caputo fractional-order nonlinear systems revisited. Nonlinear Dyn. 67(4):2433–2439
Wu C (2021) Comments on “Stability analysis of Caputo fractional-order nonlinear systems revisited.’’. Nonlinear Dyn. 104(1):551–555
LaSalle JP (1976) Stability theory and invariance principles. In Dynamical systems. Academic Press, pp. 211–222
LaSalle JP (1976) Stability of nonautonomous systems. BROWN UNIV PROVIDENCE RI LEFSCHETZ CENTER FOR DYNAMICAL SYSTEMS
Slotine JJE, Li W (1991) Applied nonlinear control Englewood Cliffs. NJ
Huo J, Zhao H, Zhu L (2015) The effect of vaccines on backward bifurcation in a fractional order HIV model. Nonlinear Anal Real World Appl 26:289–305
Gallegos JA, Duarte-Mermoud MA (2016) On the Lyapunov theory for fractional order systems. Appl Math Comput 287:161–170
Cong ND, Tuan HT (2017) Generation of nonlocal fractional dynamical systems by fractional differential equations. J Integr Equ Appl 29(4):585–608
Podlubny I (1999) Fractional differential equations. In: Mathematics in science and engineering, vol 198. Academic Press, San Diego, Calif, USA
Diethelm K (2010) The analysis of fractional differential equations: an application-oriented exposition using differential operators of Caputo type. Springer Science & Business Media
Vainikko G (2016) Which functions are fractionally differentiable? Zeitschrift für Analysis und ihre Anwendungen 35(4):465–487
Li HL, Zhang L, Hu C, Jiang YL, Teng Z (2017) Dynamical analysis of a fractional-order predator-prey model incorporating a prey refuge. J Appl Math Comput 54(1):435–449
Tuan HT, Trinh H (2018) Stability of fractional-order nonlinear systems by Lyapunov direct method. IET Control Theory Appl 12(17):2417–2422
Khalil HK (2002) Nonlinear systems third edition. Patience Hall,
Rudin W (1987) Real and Complex Analysis. McGraw-Hill, New York
Wu C, Liu X (2020) The continuation of solutions to systems of Caputo fractional order differential equations. Fract Calc Appl Anal 23(2):591–599
Kuniya T, Nakata Y (2012) Permanence and extinction for a nonautonomous SEIRS epidemic model. Appl Math Comput 218(18):9321–9331
Shope R (1991) Global climate change and infectious diseases. Environ Health Perspect 96:171–174
Martcheva M (2009) A non-autonomous multi-strain SIS epidemic model. J Biol Dyn 3(2–3):235–251
Anderson RM, May RM (1992) Infectious diseases of humans: dynamics and control. Oxford University Press
Ahmed E, El-Sayed AMA, El-Saka HA (2007) Equilibrium points, stability and numerical solutions of fractional-order predator-prey and rabies models. J Math Anal Appl 325(1):542–553
Yavuz M, Sene N (2020) Stability analysis and numerical computation of the fractional predator-prey model with the harvesting rate. Fract Fract 4(3):35
Hoang MT, Nagy AM (2019) Uniform asymptotic stability of a Logistic model with feedback control of fractional order and nonstandard finite difference schemes. Chaos Solitons Fractals 123:24–34
Funding
The authors declare that they have not received any financial support for research or authorship.
Author information
Authors and Affiliations
Contributions
All authors participated in the study’s design and analysis. They examined the findings and gave their approval for the manuscript’s final form.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Appendix A
Appendix A
-
\(\omega (X_{t_0})\) is non-empty: The sequence \(\{X(t_n, X_{t_0})\}\) is bounded, hence contains a convergent subsequence. Let u the limit of this subsequence, then \( u \in \omega (X_{t_0}) \) which proves the non-emptiness of \(\omega (X_{t_0})\).
-
\(\omega (X_{t_0})\) is closed: Let \((u_n)\) be a convergent sequence in \(\omega (X_{t_0})\) such that \(u_n \rightarrow u\). We shall show that \(u \in \omega (X_{t_0}) \). By the definition of the \(\omega \)-limit set, for any n, there exists a sequence \(t_{n,m}\underset{m\rightarrow \infty }{\longrightarrow }\ \infty \) with \(X\left( t_{n, m}, X_{t_0}\right) \underset{m\rightarrow \infty }{\longrightarrow }\ u_n\). Therefore
$$\begin{aligned} \forall n, \,\, \exists M(n),\,\, \forall m\ge M(n),\quad \left\| X\left( t_{n, m}, X_{t_0}\right) -u_n\right\| <\frac{1}{n}. \end{aligned}$$This implies that
$$\begin{aligned}{} & {} \left\| X\left( t_{n, {\mathcal {M}}(n)}, X_{t_0} \right) -u\right\| \\{} & {} \quad \le \left\| X\left( t_{n, {\mathcal {M}}(n)}, X_{t_0}\right) -u_n\right\| +\left\| u_n-u\right\| ,\\{} & {} \quad \le \frac{1}{n}+\left\| u_n-u\right\| , \end{aligned}$$where, \({\mathcal {M}}(n)=M(n)+n\). Since \(u_n\underset{n\rightarrow \infty }{\longrightarrow }\ u\), we infer that \(X\left( t_{n, {\mathcal {M}}(n)}, X_{t_0} \right) \underset{n\rightarrow \infty }{\longrightarrow }\ u\). Adding the fact that \(t_{n,{\mathcal {M}}(n)} \underset{n\rightarrow \infty }{\longrightarrow } \infty ,\) we conclude that u is indeed an \(\omega \)-limit point, that is, \(u\in \omega (X_{t_0})\). Thus, \( \omega (X_{t_0})\) is closed.
-
\(\omega (X_{t_0})\) is compact: Since the orbit is bounded, so is the set of its limit points. Hence \(\omega (X_{t_0})\) is bounded. We showed previously that it is closed. This implies its compactness.
-
\( X\left( t,X_{t_0}\right) \underset{t \rightarrow \infty }{\longrightarrow }\ \omega \left( X_{t_0}\right) \): Suppose the convergence (2.2) fails, there exists then a sequence \( t_n \rightarrow \infty \) such that
$$\begin{aligned} \liminf _{n\rightarrow \infty }d\left( X\left( t_n, X_{t_0}\right) , \omega (X_{t_0})\right) >0. \end{aligned}$$(A.1)Besides, the boundedness of the orbit guarantees the existence of a subsequence, also denoted by \(t_{n}\), such that \(X\left( t_{n}, X_{t_0}\right) \underset{n\rightarrow \infty }{\longrightarrow }u\). Then
$$\begin{aligned} u \in \omega (X_{t_0}),{} & {} \end{aligned}$$(A.2)$$\begin{aligned} d\left( X\left( t_n, X_{t_0}\right) , \omega (X_{t_0})\right)\underset{n\rightarrow \infty }{\longrightarrow } & {} d\left( u, \omega (X_{t_0})\right) , \end{aligned}$$(A.3)where the limit (A.3) is obtained using the continuity of the function \(x\mapsto d\left( x, \omega (X_{t_0})\right) \). Combining (A.1) and (A.3), yields that \(d\left( u, \omega (X_{t_0})\right) >0\). This obviously contradicts (A.2).
-
\(\omega (X_{t_0})\) is connected: : Suppose \(\omega (X_{t_0})\) is disconnected. Then there exist two disjoint open subsets \({\mathcal {A}}\) and \({\mathcal {B}}\) of \({\textbf{R}}^d\) such that \({\mathcal {A}} \cap \omega (X_{t_0})\) and \({\mathcal {B}} \cap \omega (X_{t_0})\) are nonempty, and \(\omega (X_{t_0})\) is contained in \({\mathcal {A}} \cup {\mathcal {B}}\). There is some \(t_1>0\) such that \(X(t_1,X_{t_0}) \in {\mathcal {A}}\) and some \(t_2>t_1\) such that \(X(t_2,X_{t_0}) \in {\mathcal {B}}\). However, the set \(K=\left\{ X(t,X_{t_0}): t_1 \le t \le \right. \) \(\left. t_2\right\} \) is the continuous image of the interval \([t_1,t_2]\), thus a connected set. Hence, K cannot be contained in \({\mathcal {A}} \cup {\mathcal {B}}\). In fact, there exists at least one \(\tau _0>0\) such that \(X(\tau _0,X_{t_0}) \notin {\mathcal {A}} \cup {\mathcal {B}}\). In a similar way, we construct an increasing unbounded sequence \((\tau _i)\) such that \(X(\tau _i, X_{t_0}) \in ({\mathcal {A}} \cup {\mathcal {B}})^{c}\) for each i. On another hand, by the compactness, the \((X(\tau _i,X_{t_0}))_i \) has a subsequence that converges to u. Thus, \(u \in \omega (X_{t_0})\), and \(u \in ({\mathcal {A}} \cup {\mathcal {B}})^{c} \)since \(({\mathcal {A}} \cup {\mathcal {B}})^{c} \) is closed. This is a Contradiction because \(({\mathcal {A}} \cup {\mathcal {B}})^{c}\subset \left( \omega (X_{t_0})\right) ^{c}\).
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Lahrouz, A., Hajjami, R., El Jarroudi, M. et al. Invariant set theorems for non-autonomous time-fractional systems. Int. J. Dynam. Control 12, 2280–2294 (2024). https://doi.org/10.1007/s40435-023-01361-9
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s40435-023-01361-9