Abstract
A compact topologically mixing uniformly hyperbolic attractor for a diffeomorphism of a finite-dimensional manifold with Hölder continuous derivative carries a unique probability measure describing the long-time statistics of the forward orbits of almost all initial conditions in its basin. This was proved [28] by converting the orbits of the dynamical system into symbol sequences from a finite alphabet (indexed by time) and considering them as states of a statistical mechanical spin chain with a certain interaction energy which decays exponentially with separation, so leading to a unique phase. The results have been extended to many classes of non-uniformly hyperbolic system by different approaches (e.g. [30]).
Preview
Unable to display preview. Download preview PDF.
References
J.-B. Bardet, Limit theorems for coupled analytic maps, Probab. Th. Rel. Fields 124 (2002) 151–177.
C. Beck, Spatio-temporal chaos and vacuum fluctuations of quantized fields (World Sci, 2002).
C. Bennett, G. Grinstein, Role of irreversibility in stabilizing complex and nonergodic behaviour in locally interacting discrete systems, Phys. Rev. Lett. 55 (1985) 657–660.
J. Bricmont, A. Kupiainen, High temperature expansions and dynamical systems, Commun. Math. Phys. 178 (1996) 703–32.
L. A. Bunimovich, Ya. G. Sinai, Space-time chaos in coupled map lattices, Nonlinearity 1 (1988) 491–516.
R. Burton R. J. E. Steif, Non-uniqueness of measures of maximal entropy for subshifts of finite type, Erg. Th. Dyn. Sys. 14 (1994) 213–35.
H. Chaté, P. Manneville, Collective behaviors in spatially extended systems with local interactions and synchronous updating, Prog. Theor. Phys. 87 (1992) 1–60.
J. P. Crutchfield, K. Kaneko, Are attractors relevant to turbulence?, Phys. Rev. Lett. 60 (1988) 2715–8.
P. Gacs, Reliable cellular automata with self-organization, J. Stat. Phys. 103 (2001) 45–267.
G. Gielis, R. S. MacKay, Coupled map lattices with phase transition, Nonlinearity 13 (2000) 867–888.
F. Ginelli, R. Livi, A. Politi, Emergence of chaotic behaviour in linearly stable systems, J. Phys. A 35 (2002) 499–516.
L. F. Gray, A reader's guide to Gacs' “positive rates'' paper, J. Stat. Phys. 103 (2001) 1–44.
H. Haken, Cooperative phenomena in systems far from thermal equilibrium and in nonphysical systems, Rev. Mod. Phys. 47 (1975) 67–121.
M. Jiang, Ya. B. Pesin, Equilibrium measures for coupled map lattices: existence, uniqueness and finite dimensional approximations, Commun. Math. Phys. 193 (1998) 677–711.
K. Kaneko, Period-doubling of kink-antikink patterns, quasiperiodicity in antiferro-like structures and spatial intermittency in coupled map lattices, Prog. Theor. Phys. 72 (1984) 480–486.
K. Kaneko, Globally coupled chaos violates the law of large numbers, Phys. Rev. Lett. 65 (1990) 1391–4.
A. Katok, B. Hasselblatt, Introduction to the modern theory of dynamical systems (Cambridge Univ Press, 1995).
F. P. Kelly, Reversibility and stochastic networks (Wiley, 1979).
Y. Kuramoto, Cooperative dynamics of oscillator community, Prog. Theor. Phys. 79 (1984) 223–240.
J. L. Lebowitz, C. Maes, E. Speer, Statistical mechanics of probabilistic cellular automata, J. Stat. Phys. 59 (1990) 117–70.
T. M. Liggett, Interacting particle systems (Springer, 1985).
J. Losson, M. C. Mackey, Thermodynamic properties of coupled map lattices, in: Stochastic and spatial structures of dynamical systems, eds. S. J. van Strien, S. M. Verduyn Lunel (North Holland, 1996), 41–69.
R. S. MacKay, Dynamics of networks: features that persist from the uncoupled limit, in “Stochastic and spatial structures of dynamical systems'', eds. S. J. van Strien, S. M. Verduyn Lunel (North Holland, 1996), 81–104.
J. Miller, D. A. Huse, Macroscopic equilibrium from microscopic irreversibility in a chaotic coupled map lattice, Phys. Rev. E 48 (1993) 2528–35.
R. Penrose, The road to reality (Random House, 2004)
Ya. B. Pesin, Ya. G. Sinai, Space-time chaos in chains of weakly coupled interacting hyperbolic mappings, Adv Sov Math 3 (1991) 165–198.
H. Sakaguchi, Phase transition in coupled Bernoulli maps, Prog. Theor. Phys. 80 (1988) 7–12.
Ya. G. Sinai, Gibbs measures in ergodic theory, Russ. Math. Surv. 27:4 (1972) 21–69.
A. L. Toom, N. B. Vasilyev, O. N. Stavskaya, L. G. Mityushin, G. L. Kurdyumov, S. A. Pirogov, Discrete local Markov systems. In: Stochastic cellular systems, ergodicity, memory, morphogenesis, eds R. L. Dobrushin, V. I. Kryukov, A. L. Toom (Manchester Univ Press, 1990), 1–182.
M. Viana, Stochastic dynamics of deterministic systems (Instituto de Matematica Pura e Aplicada, 1997).
Author information
Authors and Affiliations
Rights and permissions
About this chapter
Cite this chapter
MacKay, R. Indecomposable Coupled Map Lattices with Non–unique Phase. In: Dynamics of Coupled Map Lattices and of Related Spatially Extended Systems. Lecture Notes in Physics, vol 671. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11360810_4
Download citation
DOI: https://doi.org/10.1007/11360810_4
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-24289-5
Online ISBN: 978-3-540-31520-9
eBook Packages: Physics and AstronomyPhysics and Astronomy (R0)