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Long-Time Dynamics of Stochastic Lattice Plate Equations with Nonlinear Noise and Damping

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Abstract

In this article we investigate the global existence as well as long-term dynamics for a wide class of lattice plate equations on the entire integer set with nonlinear damping driven by infinite-dimensional nonlinear noise. The well-posedness of the system is established for a class of nonlinear drift functions of polynomial growth of arbitrary order as well as locally Lipschitz continuous diffusion functions depending on time. Both existence and uniqueness of weak pullback mean random attractors are established for the non-autonomous system when the growth rate of the drift function is almost linear. In addition, the existence of invariant measures for the autonomous system is also established in \(\ell ^2\times \ell ^2\) when the growth rate of the drift function is superlinear. The main difficulty of deriving the tightness of a family of distribution laws of the solutions is surmounted in light of the idea of uniform tail-estimates on the solutions developed by Wang (Phys D 128:41–52, 1999).

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References

  1. Arnold, L.: Stochastic Differential Equations: Theory and Applications. Wiley, New York (1974)

    MATH  Google Scholar 

  2. Berger, A., Siegmund, S., Yi, Y.: On almost automorphic dynamics in symbolic lattices. Ergod. Theory Dyn. Syst. 24, 677–696 (2004)

    MathSciNet  MATH  Google Scholar 

  3. Bates, P.W., Lu, K., Wang, B.: Attractors of non-autonomous stochastic lattice systems in weighted spaces. Phys. D 289, 32–50 (2014)

    MathSciNet  MATH  Google Scholar 

  4. Bates, P.W., Lu, K., Wang, B.: Attractors for lattice dynamical systems. Int. J. Bifur. Chaos 11, 143–153 (2001)

    MathSciNet  MATH  Google Scholar 

  5. Bates, P.W., Lisei, H., Lu, K.: Attractors for stochastic lattice dynamical systems. Stoch. Dyn. 6, 1–21 (2006)

    MathSciNet  MATH  Google Scholar 

  6. Bréhier, C.: Approximation of the invariant measure with an Euler scheme for stochastic PDEs driven by space-time white noise. Potential Anal. 40, 1–40 (2014)

    MathSciNet  MATH  Google Scholar 

  7. Brzeźniak, Z., Capiński, M., Flandoli, F.: Pathwise global attractors for stationary random dynamical systems. Probab. Theory Relat. Fields 95, 87–102 (1993)

    MathSciNet  MATH  Google Scholar 

  8. Brzeźniak, Z., Motyl, E., Ondrejat, M.: Invariant measure for the stochastic Navier–Stokes equations in unbounded 2D domains. Ann. Probab. 45, 3145–3201 (2017)

    MathSciNet  MATH  Google Scholar 

  9. Brzeźniak, Z., Cerrai, S.: Large deviations principle for the invariant measures of the 2D stochastic Navier–Stokes equations on a torus. J. Funct. Anal. 273, 1891–1930 (2017)

    MathSciNet  MATH  Google Scholar 

  10. Brzeźniak, Z., Ondreját, M., Seidler, J.: Invariant measures for stochastic nonlinear beam and wave equations. J. Differ. Equ. 260, 4157–4179 (2016)

    MathSciNet  MATH  Google Scholar 

  11. Brzeźniak, Z., Long, H., Simão, I.: Invariant measures for stochastic evolution equations in M-type 2 Banach spaces. J. Evol. Equ. 10, 785–810 (2010)

    MathSciNet  MATH  Google Scholar 

  12. Crauel, H., Flandoli, F.: Attractors for random dynamical systems. Probab. Theory Relat. Fields 100, 365–393 (1994)

    MathSciNet  MATH  Google Scholar 

  13. Chen, S., Täube, U.C.: Non-equilibrium relaxation in a stochastic lattice Lotka–Volterra model. Phys. Biol. 13, 2,3 (2016)

    Google Scholar 

  14. Caraballo, T., Han, X., Schmalfuss, B., Valero, J.: Random attractors for stochastic lattice dynamical systems with infinite multiplicative white noise. Nonlinear Anal. 130, 255–278 (2016)

    MathSciNet  MATH  Google Scholar 

  15. Caraballo, T., Morillas, F., Valerom, J.: Attractors of stochastic lattice dynamical systems with a multiplicative noise and non-Lipschitz nonlinearities. J. Differ. Equ. 253, 667–693 (2012)

    MathSciNet  MATH  Google Scholar 

  16. Da Prato, G., Zabczyk, J.: Stochastic Equations in Infinite Dimensions. Cambridge University Press, Cambridge (1992)

    MATH  Google Scholar 

  17. Eckmann, J., Hairer, M.: Invariant measures for stochastic partial differential equations in unbounded domains. Nonlinearity 14, 133–151 (2001)

    MathSciNet  MATH  Google Scholar 

  18. Gu, A., Li, Y., Li, J.: Random attractor for stochastic lattice Fitzhugh–Nagumo system driven by \(\alpha \)-stable Lévy noises. Int. J. Bifurc. Chaos 24, 1450123 (2014)

    MATH  Google Scholar 

  19. Gu, A., Li, Y.: Dynamic behavior of stochastic \(p\)-Laplacian-type lattice equations. Stoch. Dyn. 17, 1750040 (2017)

    MathSciNet  MATH  Google Scholar 

  20. Guo, J., Wu, C.: The existence of traveling wave solutions for a bistable three-component lattice dynamical system. J. Differ. Equ. 260, 1445–1455 (2016)

    MathSciNet  MATH  Google Scholar 

  21. Guo, J., Wu, C.: Uniqueness and stability of traveling waves for periodic monostable lattice dynamical system. J. Differ. Equ. 246, 3818–3833 (2009)

    MathSciNet  MATH  Google Scholar 

  22. Heiba, B., Chen, S., Täube, U.C.: Boundary effects on population dynamics in stochastic lattice Lotka–Volterra models. Phys. A 491, 582–590 (2018)

    MathSciNet  Google Scholar 

  23. Han, X.: Random attractors for second order stochastic lattice dynamical systems with multiplicative noise in weighted spaces. Stoch. Dyn. 12, 1150024 (2012)

    MathSciNet  MATH  Google Scholar 

  24. Han, X.: Random attractors for stochastic sine-Gordon lattice systems with multiplicative white noise. J. Math. Anal. Appl. 376, 481–493 (2011)

    MathSciNet  MATH  Google Scholar 

  25. Han, X., Kloeden, P.E.: Asymptotic behavior of a neural field lattice model with a Heaviside operator. Phys. D 389, 1–12 (2019)

    MathSciNet  MATH  Google Scholar 

  26. Han, X., Kloeden, P.E.: Non-autonomous lattice systems with switching effects and delayed recovery. J. Differ. Equ. 261, 2986–3009 (2016)

    MathSciNet  MATH  Google Scholar 

  27. Han, X.: Exponential attractors for lattice dynamical systems in weighted spaces. Discrete Contin. Dyn. Syst. 31, 445–467 (2011)

    MathSciNet  MATH  Google Scholar 

  28. Han, X., Shen, W., Zhou, S.: Random attractors for stochastic lattice dynamical systems in weighted spaces. J. Differ. Equ. 250, 1235–1266 (2011)

    MathSciNet  MATH  Google Scholar 

  29. Kloeden, P.E., Lorenz, T.: Mean-square random dynamical systems. J. Differ. Equ. 253, 1422–1438 (2012)

    MathSciNet  MATH  Google Scholar 

  30. Kim, J.: Periodic and invariant measures for stochastic wave equations. Electron. J. Differ. Equ. 2004(05), 1–30 (2004)

    MathSciNet  Google Scholar 

  31. Kim, J.: On the stochastic Burgers equation with polynomial nonlinearity in the real line. Discrete Contin. Dyn. Syst. Ser. B 6, 835–866 (2006)

    MathSciNet  MATH  Google Scholar 

  32. Kim, J.: On the stochastic Benjamin–Ono equation. J. Differ. Equ. 228, 737–768 (2006)

    MathSciNet  MATH  Google Scholar 

  33. Kim, J.: Invariant measures for a stochastic nonlinear Schrodinger equation. Indiana Univ. Math. J. 55, 687–717 (2006)

    MathSciNet  MATH  Google Scholar 

  34. Li, Y., Yi, Y.: Systematic measures of biological networks I: invariant measures and entropy. Commun. Pure Appl. Math. 69, 1777–1811 (2016)

    MathSciNet  MATH  Google Scholar 

  35. Li, D., Shi, L.: Upper semicontinuity of random attractors of stochastic discrete complex Ginzburg–Landau equations with time-varying delays. J. Differ. Equ. Appl. 24, 872–897 (2018)

    MathSciNet  MATH  Google Scholar 

  36. Li, C., Sprott, J.: An infinite 3-D quasiperiodic lattice of chaotic attractors. Phys. Lett. A 382, 581–587 (2018)

    MathSciNet  MATH  Google Scholar 

  37. Ma, W., Ma, Q.: Attractors for stochastic strongly damped plate equations with additive noise. Electron. J. Differ. Equ. 111, 1–12 (2013)

    MathSciNet  MATH  Google Scholar 

  38. Misiats, O., Stanzhytskyi, O., Yip, N.: Existence and uniqueness of invariant measures for stochastic reaction–diffusion equations in unbounded domains. J. Theor. Probab. 29, 996–1026 (2016)

    MathSciNet  MATH  Google Scholar 

  39. Schmalfuss, B.: Backward cocycles and attractors of stochastic differential equations. In: International Seminar on Applied Mathematics-Nonlinear Dynamics: Attractor Approximation and Global Behavior, pp. 185–192 (1992)

  40. Van Noort, M., Mason, A.P., Yi, Y., Chow, S.N.: Quasiperiodic dynamics in Bose–Einstein condensates in periodic lattices and superlattices. J. Nonlinear Sci. 17, 59–83 (2007)

    MathSciNet  MATH  Google Scholar 

  41. Wang, X., Lu, K., Wang, B.: Exponential stability of non-autonomous stochastic delay lattice systems with multiplicative noise. J. Dyn. Differ. Equ. 28, 1309–1335 (2016)

    MathSciNet  MATH  Google Scholar 

  42. Wang, X., Li, S., Xu, D.: Random attractors for second-order stochastic lattice dynamical systems. Nonlinear Anal. 72, 483–494 (2010)

    MathSciNet  MATH  Google Scholar 

  43. Wang, B.: Attractors for reaction–diffusion equations in unbounded domains. Phys. D 128, 41–52 (1999)

    MathSciNet  MATH  Google Scholar 

  44. Wang, B.: Dynamics of systems on infinite lattices. J. Differ. Equ. 221, 224–245 (2006)

    MathSciNet  MATH  Google Scholar 

  45. Wang, B.: Sufficient and necessary criteria for existence of pullback attractors for non-compact random dynamical systems. J. Differ. Equ. 253, 1544–1583 (2012)

    MathSciNet  MATH  Google Scholar 

  46. Wang, B.: Weak pullback attractors for mean random dynamical systems in Bochner spaces. J. Dyn. Differ. Equ. 31, 2177–2204 (2019)

    MathSciNet  MATH  Google Scholar 

  47. Wang, B.: Dynamics of stochastic reaction–diffusion lattice system driven by nonlinear noise. J. Math. Anal. Appl. 477, 104–132 (2019)

    MathSciNet  MATH  Google Scholar 

  48. Wang, R., Wang, B.: Random dynamics of lattice wave equations driven by infinite-dimensional nonlinear noise. Discrete Contin. Dyn. Syst. Ser. B. (2019). https://doi.org/10.3934/dcdsb.2020019

    Article  Google Scholar 

  49. Wang, Y., Xu, J., Kloeden, P.E.: Asymptotic behavior of stochastic lattice systems with a Caputo fractional time derivative. Nonlinear Anal. 135, 205–222 (2016)

    MathSciNet  MATH  Google Scholar 

  50. Yao, X., Ma, Q., Liu, T.: Asymptotic behavior for stochastic plate equations with rotational inertia and Kelvin–Voigt dissipative term on unbounded domains. Discrete Contin. Dyn. Syst. Ser. B 24, 1889–1917 (2019)

    MathSciNet  MATH  Google Scholar 

  51. Zhang, C., Zhao, L.: The attractors for 2nd-order stochastic delay lattice systems. Discrete Contin. Dyn. Syst. 37, 575–590 (2017)

    MathSciNet  MATH  Google Scholar 

  52. Zhao, C., Zhou, S.: Sufficient conditions for the existence of global random attractors for stochastic lattice dynamical systems and applications. J. Math. Anal. Appl. 354, 78–95 (2009)

    MathSciNet  MATH  Google Scholar 

  53. Zhou, S., Lu, W.: A random attractor for a stochastic second order lattice system with random coupled coefficients. J. Math. Anal. Appl. 395, 42–55 (2012)

    MathSciNet  MATH  Google Scholar 

  54. Zhou, S., Han, X.: Pullback exponential attractors for non-autonomous lattice systems. J. Dyn. Differ. Equ. 24, 601–631 (2012)

    MathSciNet  MATH  Google Scholar 

  55. Zhou, S.: Random exponential attractor for cocycle and application to non-autonomous stochastic lattice systems with multiplicative white noise. J. Differ. Equ. 263, 2247–2279 (2017)

    MathSciNet  MATH  Google Scholar 

  56. Zhou, S., Zhao, M.: Uniform exponential attractor for second order lattice system with quasi-periodic external forces in weighted space. Int. J. Bifurc. Chaos 24, 1450006 (2014)

    MathSciNet  MATH  Google Scholar 

  57. Zhao, M., Zhou, S., Sheng, F.: Random attractor for nonautonomous stochastic Boussinesq lattice equations with additive white noises. Acta Math. Sci. Ser. A 38, 924–940 (2018)

    MathSciNet  MATH  Google Scholar 

  58. Zhao, M., Zhou, S.: Random attractor of non-autonomous stochastic Boussinesq lattice system. J. Math. Phys. 56, 092702 (2015)

    MathSciNet  MATH  Google Scholar 

  59. Zhao, M., Zhou, S.: Pullback and uniform exponential attractors for nonautonomous Boussinesq lattice system. Int. J. Bifurc. Chaos 25, 1550100 (2015)

    MathSciNet  MATH  Google Scholar 

  60. Zhao, W., Zhang, Y.: Compactness and attracting of random attractors for non-autonomous stochastic lattice dynamical systems in weighted space \(\ell ^p_\rho \). Appl. Math. Comput. 291, 226–243 (2016)

    MathSciNet  Google Scholar 

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Acknowledgements

The author was supported by the China Scholarship Council (CSC No. 201806990064). This work was done when the author visited the Department of Mathematics at the New Mexico Institute of Mining and Technology. He would like to express his thanks to all people there for their kind hospitality.

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Correspondence to Renhai Wang.

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Wang, R. Long-Time Dynamics of Stochastic Lattice Plate Equations with Nonlinear Noise and Damping. J Dyn Diff Equat 33, 767–803 (2021). https://doi.org/10.1007/s10884-020-09830-x

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