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Method of Lyapunov Functions

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Generalized Homogeneity in Systems and Control

Part of the book series: Communications and Control Engineering ((CCE))

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Abstract

The celebrated Lyapunov function method (or the direct Lyapunov method) introduced in the Ph.D. thesis of A. M. Lyapunov in 1892 is a simple effective tool for stability analysis of differential equations. The main advantage of this method lies in the fact that a decision on stability or instability can be made by means of a certain investigation of the right-hand side of a differential equation without finding its solutions. Initially, the Lyapunov function method was limited by a regular class of ODE with continuous right-hand sides. The later evolution of the ODE theory and its applications had required extensions of this method to differential equations with discontinuous right-hand sides, functional differential equations, PDEs, and evolution systems.

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References

  1. Kurzweil J (1956) On the inversion of Ljapunov’s second theorem on stability of motion. Czechoslov Math J 6(2):217–259 [in Russian]

    MathSciNet  MATH  Google Scholar 

  2. Zubov VI (1957) Methods of A. M. Lyapunov and their applications. In: Noordhoff L (1964) (Translated from Russian: V. I. Zubov, Metody Lyapunova i ih primenenie, Leningrad, LGU)

    Google Scholar 

  3. Lyapunov AM (1992) The general problem of the stability of motion. Taylor & Francis

    Google Scholar 

  4. Bacciotti A, Rosier L (2001) Lyapunov functions and stability in control theory. Springer

    Google Scholar 

  5. Roxin E (1966) On finite stability in control systems. Rend Circ Mat Palermo 15:273–283

    Article  MathSciNet  Google Scholar 

  6. Polyakov A, Poznyak A (2009) Reaching time estimation for “super-twisting” second order sliding mode controller via Lyapunov function designing. IEEE Trans Autom Control 54(8):1951–1955

    Article  MathSciNet  Google Scholar 

  7. Polyakov A, Poznyak A (2009) Lyapunov function design for finite-time convergence analysis: “twisting” controller for second order sliding mode realization. Automatica 45:444–448

    Article  MathSciNet  Google Scholar 

  8. Moreno J, Osorio M (2012) Strict Lyapunov functions for the super-twisting algorithm. IEEE Trans Autom Control 57:1035–1040

    Article  MathSciNet  Google Scholar 

  9. Natanson IP (1955) Theory of functions of a real variable. Frederick Ungar Publishing Co., New York

    MATH  Google Scholar 

  10. Filippov AF (1988) Differential equations with discontinuous right-hand sides. Kluwer Academic Publishers

    Google Scholar 

  11. Clarke F, Ledyaev YS, Stern R, Wolenski P (1995) Qualitative properties of trajectories of control systems: a survey. J Dyn Control Syst 1(1):1–48

    Article  MathSciNet  Google Scholar 

  12. Aubin JP, Ekeland I (1984) Applied nonlinear analysis. Wiley, New York

    MATH  Google Scholar 

  13. Clarke F (1990) Optimization and nonsmooth analysis. SIAM, Philadelphia

    Book  Google Scholar 

  14. Clarke FH, Ledyaev YuS, Stern RJ (1998) Asymptotic stability and smooth Lyapunov functions. J Differ Equ 149:69–114

    Article  MathSciNet  Google Scholar 

  15. Mironchenko A, Wirth F (2019) Non-coercive Lyapunov functions for infinite-dimensional systems. J Differ Equ

    Google Scholar 

  16. Levant A (1993) Sliding order and sliding accuracy in sliding mode control. Int J Control 58(6):1247–1263

    Article  MathSciNet  Google Scholar 

  17. Lopez-Ramirez F, Efimov D, Polyakov A, Perruquetti W (2018) On necessary and sufficient conditions for fixed-time stability of continuous autonomous systems. In: 2018 European control conference (ECC), pp 197–200

    Google Scholar 

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Correspondence to Andrey Polyakov .

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Polyakov, A. (2020). Method of Lyapunov Functions. In: Generalized Homogeneity in Systems and Control. Communications and Control Engineering. Springer, Cham. https://doi.org/10.1007/978-3-030-38449-4_5

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