American Institute of Mathematical Sciences

Advanced
July  2019, 24(7): 3115-3138. doi: 10.3934/dcdsb.2018303

Bounds on the Hausdorff dimension of random attractors for infinite-dimensional random dynamical systems on fractals

Markus Böhm and  Björn Schmalfuss ,

Friedrich Schiller University, Institute of Mathematics, Ernst-Abbe-Platz 2, 07743, Jena, Germany

* Corresponding author: Björn Schmalfuss

Dedicated to Peter E. Kloeden on Occasion of his Seventieth Birthday

Received  April 2018 Published  October 2018

We consider a stochastic nonlinear evolution equation where the domain is given by a fractal set. The linear part of the equation is given by a Laplacian defined on the fractal. This equation generates a random dynamical system. The long time behavior is given by an attractor which has a finite Hausdorff dimension. We would like to reveal the connections between upper and lower estimates of this Hausdorff dimension and the geometry of the fractal. In particular, the parameter which determines these bounds is the spectral exponent of the fractal. Especially for the lower estimate we construct a local unstable random Lipschitz manifold.

Keywords: Multiplicative ergodic theorem, random center manifolds, Oseledets splitting.
Mathematics Subject Classification: Primary: 37H15, 37L55; Secondary: 60H15, 35R60, 60J65, 34D45.
Citation: Markus Böhm, Björn Schmalfuss. Bounds on the Hausdorff dimension of random attractors for infinite-dimensional random dynamical systems on fractals. Discrete & Continuous Dynamical Systems - B, 2019, 24 (7) : 3115-3138. doi: 10.3934/dcdsb.2018303
References:
[1]

C. D. Aliprantis and K. C. Border, Infinite-dimensional Analysis, Springer-Verlag, Berlin, second edition, 1999. A hitchhiker's guide. doi: 10.1007/978-3-662-03961-8.  Google Scholar

[2]

L. Arnold, Random Dynamical Systems, Springer Monographs in Mathematics. Springer-Verlag, Berlin, 1998. doi: 10.1007/978-3-662-12878-7.  Google Scholar

[3]

M. T. Barlow, Diffusions on fractals, In Lectures on Probability Theory and Statistics (SaintFlour, 1995), volume 1690 of Lecture Notes in Math., pages 1-121. Springer, Berlin, 1998. doi: 10.1007/BFb0092537.  Google Scholar

[4]

M. T. Barlow and E. A. Perkins, Brownian motion on the Sierpiński gasket, Probab. Theory Related Fields, 79 (1988), 543-623.  doi: 10.1007/BF00318785.  Google Scholar

[5]

T. Caraballo, J. A. Langa and J. C. Robinson, Upper semicontinuity of attractors for small random perturbations of dynamical systems, Comm. Partial Differential Equations, 23 (1998), 1557-1581.  doi: 10.1080/03605309808821394.  Google Scholar

[6]

T. Caraballo, J. A. Langa and J. C. Robinson, A stochastic pitchfork bifurcation in a reaction-diffusion equation, R. Soc. Lond. Proc. Ser. A Math. Phys. Eng. Sci., 457 (2001), 2041-2061.  doi: 10.1098/rspa.2001.0819.  Google Scholar

[7]

H. Crauel, Random point attractors versus random set attractors, J. London Math. Soc. (2), 63 (2001), 413-427.  doi: 10.1017/S0024610700001915.  Google Scholar

[8]

H. Crauel and F. Flandoli, Attractors for random dynamical systems, Probab. Theory Related Fields, 100 (1994), 365-393.  doi: 10.1007/BF01193705.  Google Scholar

[9]

A. Debussche, Hausdorff dimension of a random invariant set, J. Math. Pures Appl. (9), 77 (1998), 967-988.  doi: 10.1016/S0021-7824(99)80001-4.  Google Scholar

[10]

J. Duan, K. Lu and B. Schmalfuss, Invariant manifolds for stochastic partial differential equations, Ann. Probab., 31 (2003), 2109-2135.  doi: 10.1214/aop/1068646380.  Google Scholar

[11]

J. Duan, K. Lu and B. Schmalfuss, Smooth stable and unstable manifolds for stochastic evolutionary equations, J. Dynam. Differential Equations, 16 (2004), 949-972.  doi: 10.1007/s10884-004-7830-z.  Google Scholar

[12]

K. Falconer, Fractal Geometry, John Wiley & Sons, Ltd., Chichester, 1990. Mathematical foundations and applications.  Google Scholar

[13]

K. Falconer, Techniques in Fractal Geometry, John Wiley & Sons, Ltd., Chichester, 1997.  Google Scholar

[14]

F. Flandoli and B. Schmalfuss, Random attractors for the 3D stochastic Navier-Stokes equation with multiplicative white noise, Stochastics Stochastics Rep., 59 (1996), 21-45.  doi: 10.1080/17442509608834083.  Google Scholar

[15]

U. R. Freiberg, Analysis on fractal objects, Meccanica, 40 (2005), 419-436.  doi: 10.1007/s11012-005-2107-0.  Google Scholar

[16]

B. M. Hambly, Brownian motion on a random recursive Sierpinski gasket, Ann. Probab., 25 (1997), 1059-1102.  doi: 10.1214/aop/1024404506.  Google Scholar

[17]

S. Hu and N. S. Papageorgiou, Handbook of Multivalued Analysis. Vol. I, Volume 419 of Mathematics and its Applications, Kluwer Academic Publishers, Dordrecht, 1997. doi: 10.1007/978-1-4615-6359-4.  Google Scholar

[18]

J. Kigami, Analysis on Fractals, volume 143 of Cambridge Tracts in Mathematics, Cambridge University Press, Cambridge, 2001. doi: 10.1017/CBO9780511470943.  Google Scholar

[19]

M. Rosaria Lancia, M. Cefalo and G. Dell'Acqua, Numerical approximation of transmission problems across Koch-type highly conductive layers, Appl. Math. Comput., 218 (2012), 5453-5473.  doi: 10.1016/j.amc.2011.11.033.  Google Scholar

[20]

M. L. Lapidus, Fractal drum, inverse spectral problems for elliptic operators and a partial resolution of the Weyl-Berry conjecture, Trans. Amer. Math. Soc., 325 (1991), 465-529.  doi: 10.1090/S0002-9947-1991-0994168-5.  Google Scholar

[21]

K. Lu and B. Schmalfuẞ, Invariant manifolds for stochastic wave equations, J. Differential Equations, 236 (2007), 460-492.  doi: 10.1016/j.jde.2006.09.024.  Google Scholar

[22]

A. Pazy, Semigroups of Linear Operators and Applications to Partial Differential Equations, volume 44 of Applied Mathematical Sciences, Springer-Verlag, New York, 1983. doi: 10.1007/978-1-4612-5561-1.  Google Scholar

[23]

B. Schmalfuß, Backward cocycles and attractors of stochastic differential equations, In V. Reitmann, T. Riedrich, and N. Koksch, editors, International Seminar on Applied Mathematics-Nonlinear Dynamics: Attractor Approximation and Global Behaviour, (1992), 185-192. Google Scholar

[24]

B. Schmalfuß, The random attractor of the stochastic Lorenz system, Z. Angew. Math. Phys., 48 (1997), 951-975.  doi: 10.1007/s000330050074.  Google Scholar

[25]

B. Schmalfuss, A random fixed point theorem and the random graph transformation, J. Math. Anal. Appl., 225 (1998), 91-113.  doi: 10.1006/jmaa.1998.6008.  Google Scholar

[26]

B. Schmalfuss, Inertial manifolds for random differential equations, In Probability and Partial Differential Equations in Modern Applied Mathematics, volume 140 of IMA Vol. Math. Appl., pages 213-236. Springer, New York, 2005. doi: 10.1007/978-0-387-29371-4_14.  Google Scholar

[27]

G. R. Sell and Y. You, Dynamics of Evolutionary Equations, volume 143 of Applied Mathematical Sciences, Springer-Verlag, New York, 2002. doi: 10.1007/978-1-4757-5037-9.  Google Scholar

[28]

R. S. Strichartz, Differential Equations on Fractals, Princeton University Press, Princeton, NJ, 2006. A tutorial.  Google Scholar

[29]

R. Temam, Infinite-dimensional Dynamical Systems in Mechanics and Physics, volume 68 of Applied Mathematical Sciences, Springer-Verlag, New York, second edition, 1997. doi: 10.1007/978-1-4612-0645-3.  Google Scholar

[30]

T. Wanner, Linearization of random dynamical systems, In Dynamics Reported, volume 4 of Dynam. Report. Expositions Dynam. Systems (N. S. ), pages 203-269. Springer, Berlin, 1995.  Google Scholar

[31]

H. Weyl, Das asymptotische Verteilungsgesetz der Eigenwerte linearer partieller Differential-gleichungen (mit einer Anwendung auf die Theorie der Hohlraumstrahlung), Math. Ann., 71 (1912), 441-479.  doi: 10.1007/BF01456804.  Google Scholar

[32]

A. Wouk, A Course of Applied Functional Analysis, Wiley-Interscience [John Wiley & Sons], New York, 1979. Pure and Applied Mathematics.  Google Scholar

show all references

References:
[1]

C. D. Aliprantis and K. C. Border, Infinite-dimensional Analysis, Springer-Verlag, Berlin, second edition, 1999. A hitchhiker's guide. doi: 10.1007/978-3-662-03961-8.  Google Scholar

[2]

L. Arnold, Random Dynamical Systems, Springer Monographs in Mathematics. Springer-Verlag, Berlin, 1998. doi: 10.1007/978-3-662-12878-7.  Google Scholar

[3]

M. T. Barlow, Diffusions on fractals, In Lectures on Probability Theory and Statistics (SaintFlour, 1995), volume 1690 of Lecture Notes in Math., pages 1-121. Springer, Berlin, 1998. doi: 10.1007/BFb0092537.  Google Scholar

[4]

M. T. Barlow and E. A. Perkins, Brownian motion on the Sierpiński gasket, Probab. Theory Related Fields, 79 (1988), 543-623.  doi: 10.1007/BF00318785.  Google Scholar

[5]

T. Caraballo, J. A. Langa and J. C. Robinson, Upper semicontinuity of attractors for small random perturbations of dynamical systems, Comm. Partial Differential Equations, 23 (1998), 1557-1581.  doi: 10.1080/03605309808821394.  Google Scholar

[6]

T. Caraballo, J. A. Langa and J. C. Robinson, A stochastic pitchfork bifurcation in a reaction-diffusion equation, R. Soc. Lond. Proc. Ser. A Math. Phys. Eng. Sci., 457 (2001), 2041-2061.  doi: 10.1098/rspa.2001.0819.  Google Scholar

[7]

H. Crauel, Random point attractors versus random set attractors, J. London Math. Soc. (2), 63 (2001), 413-427.  doi: 10.1017/S0024610700001915.  Google Scholar

[8]

H. Crauel and F. Flandoli, Attractors for random dynamical systems, Probab. Theory Related Fields, 100 (1994), 365-393.  doi: 10.1007/BF01193705.  Google Scholar

[9]

A. Debussche, Hausdorff dimension of a random invariant set, J. Math. Pures Appl. (9), 77 (1998), 967-988.  doi: 10.1016/S0021-7824(99)80001-4.  Google Scholar

[10]

J. Duan, K. Lu and B. Schmalfuss, Invariant manifolds for stochastic partial differential equations, Ann. Probab., 31 (2003), 2109-2135.  doi: 10.1214/aop/1068646380.  Google Scholar

[11]

J. Duan, K. Lu and B. Schmalfuss, Smooth stable and unstable manifolds for stochastic evolutionary equations, J. Dynam. Differential Equations, 16 (2004), 949-972.  doi: 10.1007/s10884-004-7830-z.  Google Scholar

[12]

K. Falconer, Fractal Geometry, John Wiley & Sons, Ltd., Chichester, 1990. Mathematical foundations and applications.  Google Scholar

[13]

K. Falconer, Techniques in Fractal Geometry, John Wiley & Sons, Ltd., Chichester, 1997.  Google Scholar

[14]

F. Flandoli and B. Schmalfuss, Random attractors for the 3D stochastic Navier-Stokes equation with multiplicative white noise, Stochastics Stochastics Rep., 59 (1996), 21-45.  doi: 10.1080/17442509608834083.  Google Scholar

[15]

U. R. Freiberg, Analysis on fractal objects, Meccanica, 40 (2005), 419-436.  doi: 10.1007/s11012-005-2107-0.  Google Scholar

[16]

B. M. Hambly, Brownian motion on a random recursive Sierpinski gasket, Ann. Probab., 25 (1997), 1059-1102.  doi: 10.1214/aop/1024404506.  Google Scholar

[17]

S. Hu and N. S. Papageorgiou, Handbook of Multivalued Analysis. Vol. I, Volume 419 of Mathematics and its Applications, Kluwer Academic Publishers, Dordrecht, 1997. doi: 10.1007/978-1-4615-6359-4.  Google Scholar

[18]

J. Kigami, Analysis on Fractals, volume 143 of Cambridge Tracts in Mathematics, Cambridge University Press, Cambridge, 2001. doi: 10.1017/CBO9780511470943.  Google Scholar

[19]

M. Rosaria Lancia, M. Cefalo and G. Dell'Acqua, Numerical approximation of transmission problems across Koch-type highly conductive layers, Appl. Math. Comput., 218 (2012), 5453-5473.  doi: 10.1016/j.amc.2011.11.033.  Google Scholar

[20]

M. L. Lapidus, Fractal drum, inverse spectral problems for elliptic operators and a partial resolution of the Weyl-Berry conjecture, Trans. Amer. Math. Soc., 325 (1991), 465-529.  doi: 10.1090/S0002-9947-1991-0994168-5.  Google Scholar

[21]

K. Lu and B. Schmalfuẞ, Invariant manifolds for stochastic wave equations, J. Differential Equations, 236 (2007), 460-492.  doi: 10.1016/j.jde.2006.09.024.  Google Scholar

[22]

A. Pazy, Semigroups of Linear Operators and Applications to Partial Differential Equations, volume 44 of Applied Mathematical Sciences, Springer-Verlag, New York, 1983. doi: 10.1007/978-1-4612-5561-1.  Google Scholar

[23]

B. Schmalfuß, Backward cocycles and attractors of stochastic differential equations, In V. Reitmann, T. Riedrich, and N. Koksch, editors, International Seminar on Applied Mathematics-Nonlinear Dynamics: Attractor Approximation and Global Behaviour, (1992), 185-192. Google Scholar

[24]

B. Schmalfuß, The random attractor of the stochastic Lorenz system, Z. Angew. Math. Phys., 48 (1997), 951-975.  doi: 10.1007/s000330050074.  Google Scholar

[25]

B. Schmalfuss, A random fixed point theorem and the random graph transformation, J. Math. Anal. Appl., 225 (1998), 91-113.  doi: 10.1006/jmaa.1998.6008.  Google Scholar

[26]

B. Schmalfuss, Inertial manifolds for random differential equations, In Probability and Partial Differential Equations in Modern Applied Mathematics, volume 140 of IMA Vol. Math. Appl., pages 213-236. Springer, New York, 2005. doi: 10.1007/978-0-387-29371-4_14.  Google Scholar

[27]

G. R. Sell and Y. You, Dynamics of Evolutionary Equations, volume 143 of Applied Mathematical Sciences, Springer-Verlag, New York, 2002. doi: 10.1007/978-1-4757-5037-9.  Google Scholar

[28]

R. S. Strichartz, Differential Equations on Fractals, Princeton University Press, Princeton, NJ, 2006. A tutorial.  Google Scholar

[29]

R. Temam, Infinite-dimensional Dynamical Systems in Mechanics and Physics, volume 68 of Applied Mathematical Sciences, Springer-Verlag, New York, second edition, 1997. doi: 10.1007/978-1-4612-0645-3.  Google Scholar

[30]

T. Wanner, Linearization of random dynamical systems, In Dynamics Reported, volume 4 of Dynam. Report. Expositions Dynam. Systems (N. S. ), pages 203-269. Springer, Berlin, 1995.  Google Scholar

[31]

H. Weyl, Das asymptotische Verteilungsgesetz der Eigenwerte linearer partieller Differential-gleichungen (mit einer Anwendung auf die Theorie der Hohlraumstrahlung), Math. Ann., 71 (1912), 441-479.  doi: 10.1007/BF01456804.  Google Scholar

[32]

A. Wouk, A Course of Applied Functional Analysis, Wiley-Interscience [John Wiley & Sons], New York, 1979. Pure and Applied Mathematics.  Google Scholar

Figure 1.  An approximation of the Sierpinski gasket using a sequence of graphs
Figure Options

Download full-size image

Download as PowerPoint slide

[1]

Kening Lu, Alexandra Neamţu, Björn Schmalfuss. On the Oseledets-splitting for infinite-dimensional random dynamical systems. Discrete & Continuous Dynamical Systems - B, 2018, 23 (3) : 1219-1242. doi: 10.3934/dcdsb.2018149
[2]

Cecilia González-Tokman, Anthony Quas. A concise proof of the multiplicative ergodic theorem on Banach spaces. Journal of Modern Dynamics, 2015, 9: 237-255. doi: 10.3934/jmd.2015.9.237
[3]

Alex Blumenthal. A volume-based approach to the multiplicative ergodic theorem on Banach spaces. Discrete & Continuous Dynamical Systems - A, 2016, 36 (5) : 2377-2403. doi: 10.3934/dcds.2016.36.2377
[4]

Luciana A. Alves, Luiz A. B. San Martin. Multiplicative ergodic theorem on flag bundles of semi-simple Lie groups. Discrete & Continuous Dynamical Systems - A, 2013, 33 (4) : 1247-1273. doi: 10.3934/dcds.2013.33.1247
[5]

Tao Jiang, Xianming Liu, Jinqiao Duan. Approximation for random stable manifolds under multiplicative correlated noises. Discrete & Continuous Dynamical Systems - B, 2016, 21 (9) : 3163-3174. doi: 10.3934/dcdsb.2016091
[6]

Jana Rodriguez Hertz. Some advances on generic properties of the Oseledets splitting. Discrete & Continuous Dynamical Systems - A, 2013, 33 (9) : 4323-4339. doi: 10.3934/dcds.2013.33.4323
[7]

Gary Froyland, Simon Lloyd, Anthony Quas. A semi-invertible Oseledets Theorem with applications to transfer operator cocycles. Discrete & Continuous Dynamical Systems - A, 2013, 33 (9) : 3835-3860. doi: 10.3934/dcds.2013.33.3835
[8]

Claudio A. Buzzi, Jeroen S.W. Lamb. Reversible Hamiltonian Liapunov center theorem. Discrete & Continuous Dynamical Systems - B, 2005, 5 (1) : 51-66. doi: 10.3934/dcdsb.2005.5.51
[9]

Luis Barreira, Claudia Valls. Regularity of center manifolds under nonuniform hyperbolicity. Discrete & Continuous Dynamical Systems - A, 2011, 30 (1) : 55-76. doi: 10.3934/dcds.2011.30.55
[10]

Luis Barreira, Claudia Valls. Reversibility and equivariance in center manifolds of nonautonomous dynamics. Discrete & Continuous Dynamical Systems - A, 2007, 18 (4) : 677-699. doi: 10.3934/dcds.2007.18.677
[11]

Martin Golubitsky, Claire Postlethwaite. Feed-forward networks, center manifolds, and forcing. Discrete & Continuous Dynamical Systems - A, 2012, 32 (8) : 2913-2935. doi: 10.3934/dcds.2012.32.2913
[12]

Luis Barreira, Claudia Valls. Center manifolds for nonuniform trichotomies and arbitrary growth rates. Communications on Pure & Applied Analysis, 2010, 9 (3) : 643-654. doi: 10.3934/cpaa.2010.9.643
[13]

Dante Carrasco-Olivera, Bernardo San Martín. Robust attractors without dominated splitting on manifolds with boundary. Discrete & Continuous Dynamical Systems - A, 2014, 34 (11) : 4555-4563. doi: 10.3934/dcds.2014.34.4555
[14]

Pedro Duarte, Silvius Klein. Topological obstructions to dominated splitting for ergodic translations on the higher dimensional torus. Discrete & Continuous Dynamical Systems - A, 2018, 38 (11) : 5379-5387. doi: 10.3934/dcds.2018237
[15]

Junyi Tu, Yuncheng You. Random attractor of stochastic Brusselator system with multiplicative noise. Discrete & Continuous Dynamical Systems - A, 2016, 36 (5) : 2757-2779. doi: 10.3934/dcds.2016.36.2757
[16]

Janusz Mierczyński, Sylvia Novo, Rafael Obaya. Lyapunov exponents and Oseledets decomposition in random dynamical systems generated by systems of delay differential equations. Communications on Pure & Applied Analysis, 2020, 19 (4) : 2235-2255. doi: 10.3934/cpaa.2020098
[17]

Weigu Li, Kening Lu. Takens theorem for random dynamical systems. Discrete & Continuous Dynamical Systems - B, 2016, 21 (9) : 3191-3207. doi: 10.3934/dcdsb.2016093
[18]

Redouane Qesmi, Hans-Otto Walther. Center-stable manifolds for differential equations with state-dependent delays. Discrete & Continuous Dynamical Systems - A, 2009, 23 (3) : 1009-1033. doi: 10.3934/dcds.2009.23.1009
[19]

Jun Shen, Kening Lu, Bixiang Wang. Convergence and center manifolds for differential equations driven by colored noise. Discrete & Continuous Dynamical Systems - A, 2019, 39 (8) : 4797-4840. doi: 10.3934/dcds.2019196
[20]

Yuri Kifer. Ergodic theorems for nonconventional arrays and an extension of the Szemerédi theorem. Discrete & Continuous Dynamical Systems - A, 2018, 38 (6) : 2687-2716. doi: 10.3934/dcds.2018113

2019 Impact Factor: 1.27

Tools

Metrics

  • PDF downloads (147)
  • HTML views (556)
  • Cited by (0)

Other articles
by authors

[Back to Top]

Copyright © 2020 American Institute of Mathematical Sciences