Abstract
The conditions for mapping chaotic dynamics into a Markov chain through finite coarse-graining are derived. A Chapman-Kolmmogorov equation giving rise to an H-theorem is deduced, in which the transition probability matrix is expressed entirely in terms of the properties of the underlying deterministic dynamics and of the phase-space partition. The validity of the conditions ensuring the mapping is verified on simple models of dissipative as well as conservative dynamical systems. The implications of the results in the problem of irreversibility and the relation between deterministic chaos, information and complexity are discussed.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
More From: Physica A: Statistical Mechanics and its Applications
Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.