Abstract
In the context of damped second order linear dynamical systems, we study the asymptotic behavior of a time discretization of a slowly damped differential equation. We prove that this discretization can be constructed by means of a variable time step that gives rise to the same asymptotic behaviour as for the system in continuous time.
Similar content being viewed by others
References
Absil, P.-A., Mahony, R., Andrews, B.: Convergence of the iterates of descent methods for analytic cost functions. SIAM J. Optim. 16(2), 531–547 (2005)
Alaa, N., Pierre, M.: Convergence to equilibrium for discretized gradient-like systems with analytic features. IMA J. Numer. Anal. 33, 1291–1321 (2013)
Alvarez, F., Attouch, H., Bolte, J., Redont, P.: A second-order gradient-like dissipative dynamical system with Hessian-driven damping. Application to optimization and mechanics. J. Math. Pures Appl. 81, 747–779 (2002)
Attouch, H., Bolte, J.: On the convergence of the proximal algorithm for nonsmooth functions involving analytic features. Math. Program. Ser. B. 116, 5–16 (2009)
Balti, M., May, R.: Asymptotic for a semilinear hyperbolic equation with asymptotically vanishing damping term, convex potential and integrable source. Grad. J. Math. 7, 39–45 (2022)
Cabot, A., Engler, H., Gadat, S.: On the long time behavior of second order differential equations with asymptotically small dissipation. Trans. Am. Math. Soc. 361, 5983–6017 (2009)
Cabot, A., Frankel, P.: Asymptotics for some semilinear hyperbolic equations with non-autonomous damping. J. Differ. Eqs. 252(1), 294–322 (2012)
Chergui, L.: Convergence of global and bounded solutions of a second order gradient like system with nonlinear dissipation and analytic nonlinearity. J. Dynam. Differ. Eqs. 20, 643–652 (2008)
Chill, R., Haraux, A., Jendoubi, M.A.: Applications of the Lojasiewicz–Simon, gradient inequality to gradient-like evolution equations. Anal. Appl. Singap. 7, 351–372 (2009)
D’Acunto, D., Kurdyka, K.: Explicit bounds for the Łojasiewicz exponent in the gradient inequality for polynomials. Ann. Pol. Math. 87, 51–61 (2005)
Haraux, A., Jendoubi, M.A.: The convergence problem for dissipative autonomous systems—classical methods and recent advances. Springer, Amsterdam (2015)
Haraux, A., Jendoubi, M.A.: Convergence of solutions of second-order gradient-like systems with analytic nonlinearities. J. Differ. Eqs. 144, 313–320 (1998)
Haraux, A., Jendoubi, M.A.: Asymptotics for a second order differential equation with a linear, slowly time-decaying damping term. Evol. Eqs. Control Theory 2, 461–470 (2013)
Horsin, T., Jendoubi, M.A.: Non-genericity of initial data with punctual \(\omega \)-limit set. Arch. Math. 114, 185–193 (2020)
Horsin, T., Jendoubi, M.A.: Asymptotics for some discretizations of dynamical systems, application to second order systems with non-local nonlinearities. Commun. Pure Appl. Anal. 21(3), 999–1025 (2022)
Jendoubi, M.A., Polacik, P.: Non-stabilizing solutions of semilinear hyperbolic and elliptic equations with damping. Proc. R. Soc. Edinb. Sect. A. Math. 133, 1137–1153 (2003)
Lojasiewicz, S.: Une propriété topologique des sous ensembles analytiques réels. Colloques internationaux du C.N.R.S \(\# 117\). Les équations aux dérivées partielles (1963)
Lojasiewicz, S.: Ensembles semi-analytiques, I.H.E.S. notes (1965)
Lions, P.L.: Structure of the set of the steady-state solutions and asymptotic behavior of semilinear heat equations. J. Differ. Eqs. 53, 362–386 (1984)
May, R.: Asymptotic for a second-order evolution equation with convex potential and vanishing damping term. Turk. J. Math. 41, 681–685 (2017)
Merlet, B., Pierre, M.: Convergence to equilibrium for the backward Euler scheme and applications. Commun. Pure Appl. Anal. 9(3), 685–702 (2010)
Palis, J., de Melo, W.: Geometric theory of dynamical systems: an introduction. Springer, New-York (1982)
Funding
Not relevant.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
Not relevant.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
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
Horsin, T., Jendoubi, M.A. Asymptotic Behavior of an Adapted Implicit Discretization of Slowly Damped Second Order Dynamical Systems. Appl Math Optim 88, 64 (2023). https://doi.org/10.1007/s00245-023-10027-z
Accepted:
Published:
DOI: https://doi.org/10.1007/s00245-023-10027-z
Keywords
- Descent methods
- Real analytic functions
- Lojasiewicz gradient inequality
- Single limit-point convergence
- Stability
- Asymptotically small dissipation
- Convergence rates
- Variable time-step discretization
- Implicit scheme
- Slow damping