Asymptotic behaviour of a non-autonomous Lorenz-84 system

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October 2014, 34(10): 3901-3920. doi: 10.3934/dcds.2014.34.3901

Asymptotic behaviour of a non-autonomous Lorenz-84 system

María Anguiano ^1, and Tomás Caraballo ^2,

1.	Dpto. Ecuaciones Diferenciales y Análisis Numérico, Facultad de Matemáticas, Universidad de Sevilla, Campus Reina Mercedes, Apdo. de Correos 1160, 41080-Sevilla
2.	Dpto. Ecuaciones Diferenciales y Análisis Numérico, Facultad de Matemáticas, Universidad de Sevilla, Campus Reina Mercedes, Apdo. de Correos 1160, 41080 Sevilla

Received March 2013 Revised April 2013 Published April 2014

Abstract
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The so called Lorenz-84 model has been used in climatological studies, for example by coupling it with a low-dimensional model for ocean dynamics. The behaviour of this model has been studied extensively since its introduction by Lorenz in 1984. In this paper we study the asymptotic behaviour of a non-autonomous Lorenz-84 version with several types of non-autonomous features. We prove the existence of pullback and uniform attractors for the process associated to this model. In particular we consider that the non-autonomous forcing terms are more general than almost periodic. Finally, we estimate the Hausdorff dimension of the pullback attractor. We illustrate some examples of pullback attractors by numerical simulations.

Keywords: pullback attractor, Lorenz system, non-autonomous equation, Hausdorff dimensionn., uniform attractor.

Mathematics Subject Classification: 37B55, 35B41, 37L3.

Citation: María Anguiano, Tomás Caraballo. Asymptotic behaviour of a non-autonomous Lorenz-84 system. Discrete & Continuous Dynamical Systems - A, 2014, 34 (10) : 3901-3920. doi: 10.3934/dcds.2014.34.3901

References:

[1]	V. A. Boichenko and G. A. Leonov, The Hausdorff dimension of attractors of the Lorenz system,, Differentsial'nye Uravneniya, 25 (1989), 1999. Google Scholar
[2]	V. A. Boichenko, G. A. Leonov and V. Reitmann, Dimension Theory for Ordinary Differential Equations,, Vieweg-Teubner, (2005). Google Scholar
[3]	H. Broer, C. Simó and R. Vitolo, Bifurcations and strange attractors in the Lorenz-84 climate model with seasonal forcing,, Nonlinearity, 15 (2002), 1205. doi: 10.1088/0951-7715/15/4/312. Google Scholar
[4]	T. Caraballo, J. A. Langa and J. C. Robinson, Attractors for differential equations with variable delays,, Journal of Mathematical Analysis and Applications, 260 (2001), 421. doi: 10.1006/jmaa.2000.7464. Google Scholar
[5]	T. Caraballo, G. Lukaszewicz and J. Real, Pullback attractors for asymptotically compact non-autonomous dynamical systems,, Nonlinear Analysis, 64 (2006), 484. doi: 10.1016/j.na.2005.03.111. Google Scholar
[6]	T. Caraballo, G. Lukaszewicz and J. Real, Pullback attractors for non-autonomous 2D Navier-Stokes equations in unbounded domains,, C. R. Math. Acad. Sci. Paris, 342 (2006), 263. doi: 10.1016/j.crma.2005.12.015. Google Scholar
[7]	A. N. Carvalho, J. A. Langa and J. C. Robinson, Attractors for Infinite-Dimensional Non-Autonomous Dynamical Systems,, Applied Mathematical Sciences, (2013). doi: 10.1007/978-1-4614-4581-4. Google Scholar
[8]	V. V. Chepyzhov and M. I. Vishik, Attractors of nonautonomous dynamical systems and their dimension,, J. Math. Pures Appl., 73 (1994), 279. Google Scholar
[9]	V. V. Chepyzhov and M. I. Vishik, Attractors of periodic processes and estimates of their dimension,, Mathematical Notes, 57 (1995), 127. doi: 10.1007/BF02309145. Google Scholar
[10]	V. V. Chepyzhov and M. I. Vishik, Attractors for Equations of Mathematical Physics,, American Mathematical Society, (2002). doi: 10.1070/RM2013v068n02ABEH004832. Google Scholar
[11]	H. Crauel, A. Debussche and F. Flandoli, Random attractors,, J. Dyn. Differential Equations, 9 (1997), 341. doi: 10.1007/BF02219225. Google Scholar
[12]	A. Haraux, Attractors of asymptotically compact processes and applications to nonlinear partial differential equations,, Comm. Partial Differential Equations, 13 (1988), 1383. doi: 10.1080/03605308808820580. Google Scholar
[13]	W. Hurewicz and H. Wallman, Dimension Theory,, Princeton University Press, (1941). Google Scholar
[14]	P. E. Kloeden and M. Rasmussen, Nonautonomous Dynamical Systems,, Mathematical Surveys and Monographs, (2011). Google Scholar
[15]	P. E. Kloeden and H. M. Rodrigues, Dynamics of a class of ODEs more general than almost periodic,, Nonlinear Analysis, 74 (2011), 2695. doi: 10.1016/j.na.2010.12.025. Google Scholar
[16]	P. E. Kloeden and B. Schmalfuss, Nonautonomous systems, cocycle attractors and variable time-step discretization,, Numer. Algorithms, 14 (1997), 141. doi: 10.1023/A:1019156812251. Google Scholar
[17]	P. E. Kloeden and B. Schmalfuss, Asymptotic behaviour of non-autonomous difference inclusions,, Systems Control Lett., 33 (1998), 275. doi: 10.1016/S0167-6911(97)00107-2. Google Scholar
[18]	P. E. Kloeden and D. J. Stonier, Cocycle attractors in nonautonomously perturbed differential equations,, Dynamics of Continuous, 4 (1998), 211. Google Scholar
[19]	G. A. Leonov and V. A. Boichenko, Lyapunov's direct method in the estimation of the Hausdorff dimension of attractors,, Acta Appl. Math., 26 (1992), 1. doi: 10.1007/BF00046607. Google Scholar
[20]	G. A. Leonov, Formulas for the Lyapunov dimension of Hénon and Lorenz attractors,, Algebra Anal., 13 (2001), 155. Google Scholar
[21]	G. A. Leonov, Strange Attractors and Classical Stability Theory,, St. Petersburg Univ. Press, (2008). Google Scholar
[22]	G. A. Leonov, V. Reitmann and A. S. Slepukhin, Upper estimates for the Hausdorff dimension of negatively invariant sets of local cocycles,, Doklady Mathematics, 84 (2011), 551. doi: 10.1134/S1064562411050103. Google Scholar
[23]	E. N. Lorenz, Deterministic nonperiodic flow,, Journal of the atmospheric sciences, 20 (1963), 130. doi: 10.1175/1520-0469(1963)020<0130:DNF>2.0.CO;2. Google Scholar
[24]	E. N. Lorenz, Irregularity: A fundamental property of the atmosphere,, Tellus, 36A (1984), 98. doi: 10.1111/j.1600-0870.1984.tb00230.x. Google Scholar
[25]	E. N. Lorenz, Can chaos and intransitivity lead to interannual variability?,, Tellus, 42A (1990), 378. doi: 10.1034/j.1600-0870.1990.t01-2-00005.x. Google Scholar
[26]	C. Masoller, A. C. Sicardi Schifino and L. Romanelli, Regular and chaotic behavior in the new Lorenz system,, Physics Letters A, 167 (1992), 185. doi: 10.1016/0375-9601(92)90226-C. Google Scholar
[27]	C. Masoller, A. C. Schifino and L. Romanelli, Characterization of strange attractors of Lorenz model of general circulation of the atmosphere,, Chaos, 6 (1995), 357. doi: 10.1016/0960-0779(95)80041-E. Google Scholar
[28]	B. Schmalfuss, Attractors for the non-autonomous dynamical systems,, in Proceedings of Equadiff 99* (eds. B. Fiedler*, (2000), 684. Google Scholar
[29]	A. Shil'nikov, G. Nicolis and C. Nicolis, Bifurcation and predictability analysis of a low-order atmospheric circulation model,, Int. J. Bifur. Chaos, 5 (1995), 1701. doi: 10.1142/S0218127495001253. Google Scholar
[30]	A. Sicardi and C. Masoller, Analytical study of the codimension two bifurcation of the new Lorenz system,, Instabilities and Nonequilibrium Structures, V (1996), 345. doi: 10.1007/978-94-009-0239-8_32. Google Scholar
[31]	H. L. Swinney and J. P. Gollub, Characterization of hydrodynamic strange attractors,, Physica D, 18 (1986), 448. doi: 10.1016/0167-2789(86)90213-7. Google Scholar
[32]	R. Temam, Infinite-Dimensional Dynamical System in Mechanics and Physics,, Springer-Verlag, (1988). doi: 10.1007/978-1-4684-0313-8. Google Scholar

show all references

References:

[1]	V. A. Boichenko and G. A. Leonov, The Hausdorff dimension of attractors of the Lorenz system,, Differentsial'nye Uravneniya, 25 (1989), 1999. Google Scholar
[2]	V. A. Boichenko, G. A. Leonov and V. Reitmann, Dimension Theory for Ordinary Differential Equations,, Vieweg-Teubner, (2005). Google Scholar
[3]	H. Broer, C. Simó and R. Vitolo, Bifurcations and strange attractors in the Lorenz-84 climate model with seasonal forcing,, Nonlinearity, 15 (2002), 1205. doi: 10.1088/0951-7715/15/4/312. Google Scholar
[4]	T. Caraballo, J. A. Langa and J. C. Robinson, Attractors for differential equations with variable delays,, Journal of Mathematical Analysis and Applications, 260 (2001), 421. doi: 10.1006/jmaa.2000.7464. Google Scholar
[5]	T. Caraballo, G. Lukaszewicz and J. Real, Pullback attractors for asymptotically compact non-autonomous dynamical systems,, Nonlinear Analysis, 64 (2006), 484. doi: 10.1016/j.na.2005.03.111. Google Scholar
[6]	T. Caraballo, G. Lukaszewicz and J. Real, Pullback attractors for non-autonomous 2D Navier-Stokes equations in unbounded domains,, C. R. Math. Acad. Sci. Paris, 342 (2006), 263. doi: 10.1016/j.crma.2005.12.015. Google Scholar
[7]	A. N. Carvalho, J. A. Langa and J. C. Robinson, Attractors for Infinite-Dimensional Non-Autonomous Dynamical Systems,, Applied Mathematical Sciences, (2013). doi: 10.1007/978-1-4614-4581-4. Google Scholar
[8]	V. V. Chepyzhov and M. I. Vishik, Attractors of nonautonomous dynamical systems and their dimension,, J. Math. Pures Appl., 73 (1994), 279. Google Scholar
[9]	V. V. Chepyzhov and M. I. Vishik, Attractors of periodic processes and estimates of their dimension,, Mathematical Notes, 57 (1995), 127. doi: 10.1007/BF02309145. Google Scholar
[10]	V. V. Chepyzhov and M. I. Vishik, Attractors for Equations of Mathematical Physics,, American Mathematical Society, (2002). doi: 10.1070/RM2013v068n02ABEH004832. Google Scholar
[11]	H. Crauel, A. Debussche and F. Flandoli, Random attractors,, J. Dyn. Differential Equations, 9 (1997), 341. doi: 10.1007/BF02219225. Google Scholar
[12]	A. Haraux, Attractors of asymptotically compact processes and applications to nonlinear partial differential equations,, Comm. Partial Differential Equations, 13 (1988), 1383. doi: 10.1080/03605308808820580. Google Scholar
[13]	W. Hurewicz and H. Wallman, Dimension Theory,, Princeton University Press, (1941). Google Scholar
[14]	P. E. Kloeden and M. Rasmussen, Nonautonomous Dynamical Systems,, Mathematical Surveys and Monographs, (2011). Google Scholar
[15]	P. E. Kloeden and H. M. Rodrigues, Dynamics of a class of ODEs more general than almost periodic,, Nonlinear Analysis, 74 (2011), 2695. doi: 10.1016/j.na.2010.12.025. Google Scholar
[16]	P. E. Kloeden and B. Schmalfuss, Nonautonomous systems, cocycle attractors and variable time-step discretization,, Numer. Algorithms, 14 (1997), 141. doi: 10.1023/A:1019156812251. Google Scholar
[17]	P. E. Kloeden and B. Schmalfuss, Asymptotic behaviour of non-autonomous difference inclusions,, Systems Control Lett., 33 (1998), 275. doi: 10.1016/S0167-6911(97)00107-2. Google Scholar
[18]	P. E. Kloeden and D. J. Stonier, Cocycle attractors in nonautonomously perturbed differential equations,, Dynamics of Continuous, 4 (1998), 211. Google Scholar
[19]	G. A. Leonov and V. A. Boichenko, Lyapunov's direct method in the estimation of the Hausdorff dimension of attractors,, Acta Appl. Math., 26 (1992), 1. doi: 10.1007/BF00046607. Google Scholar
[20]	G. A. Leonov, Formulas for the Lyapunov dimension of Hénon and Lorenz attractors,, Algebra Anal., 13 (2001), 155. Google Scholar
[21]	G. A. Leonov, Strange Attractors and Classical Stability Theory,, St. Petersburg Univ. Press, (2008). Google Scholar
[22]	G. A. Leonov, V. Reitmann and A. S. Slepukhin, Upper estimates for the Hausdorff dimension of negatively invariant sets of local cocycles,, Doklady Mathematics, 84 (2011), 551. doi: 10.1134/S1064562411050103. Google Scholar
[23]	E. N. Lorenz, Deterministic nonperiodic flow,, Journal of the atmospheric sciences, 20 (1963), 130. doi: 10.1175/1520-0469(1963)020<0130:DNF>2.0.CO;2. Google Scholar
[24]	E. N. Lorenz, Irregularity: A fundamental property of the atmosphere,, Tellus, 36A (1984), 98. doi: 10.1111/j.1600-0870.1984.tb00230.x. Google Scholar
[25]	E. N. Lorenz, Can chaos and intransitivity lead to interannual variability?,, Tellus, 42A (1990), 378. doi: 10.1034/j.1600-0870.1990.t01-2-00005.x. Google Scholar
[26]	C. Masoller, A. C. Sicardi Schifino and L. Romanelli, Regular and chaotic behavior in the new Lorenz system,, Physics Letters A, 167 (1992), 185. doi: 10.1016/0375-9601(92)90226-C. Google Scholar
[27]	C. Masoller, A. C. Schifino and L. Romanelli, Characterization of strange attractors of Lorenz model of general circulation of the atmosphere,, Chaos, 6 (1995), 357. doi: 10.1016/0960-0779(95)80041-E. Google Scholar
[28]	B. Schmalfuss, Attractors for the non-autonomous dynamical systems,, in Proceedings of Equadiff 99* (eds. B. Fiedler*, (2000), 684. Google Scholar
[29]	A. Shil'nikov, G. Nicolis and C. Nicolis, Bifurcation and predictability analysis of a low-order atmospheric circulation model,, Int. J. Bifur. Chaos, 5 (1995), 1701. doi: 10.1142/S0218127495001253. Google Scholar
[30]	A. Sicardi and C. Masoller, Analytical study of the codimension two bifurcation of the new Lorenz system,, Instabilities and Nonequilibrium Structures, V (1996), 345. doi: 10.1007/978-94-009-0239-8_32. Google Scholar
[31]	H. L. Swinney and J. P. Gollub, Characterization of hydrodynamic strange attractors,, Physica D, 18 (1986), 448. doi: 10.1016/0167-2789(86)90213-7. Google Scholar
[32]	R. Temam, Infinite-Dimensional Dynamical System in Mechanics and Physics,, Springer-Verlag, (1988). doi: 10.1007/978-1-4684-0313-8. Google Scholar

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