151. Follow the fugitive: an application of the method of images to open systems
- Author
-
Georgie Knight, M. Degli Esposti, Giampaolo Cristadoro, Cristadoro, G, Knight, G, Degli Esposti, M, G Cristadoro, G Knight, and M Degli Esposti
- Subjects
Statistics and Probability ,open dynamical system ,Logarithm ,Dynamical systems theory ,Markov chain ,Perron-Frobenius operator ,Computer science ,Generating function ,General Physics and Astronomy ,MARKOV CHAINS ,Statistical and Nonlinear Physics ,Probability and statistics ,Markov Chain ,Information theory ,MAT/07 - FISICA MATEMATICA ,Weyl law ,Method of images ,Modeling and Simulation ,Statistical physics ,Mathematical Physics - Abstract
Borrowing and extending the method of images we introduce a theoretical framework that greatly simplifies analytical and numerical investigations of the escape rate in open systems. As an example, we explicitly derive the exact size- and position-dependent escape rate in a Markov case for holes of finite-size. Moreover, a general relation between the transfer operators of the closed and corresponding open systems, together with the generating function of the probability of return to the hole is derived. This relation is then used to compute the small hole asymptotic behavior, in terms of readily calculable quantities. As an example we derive logarithmic corrections in the second order term. Being valid for Markov systems, our framework can find application in many areas of the physical sciences such as information theory, network theory, quantum Weyl law and, via Ulam's method, can be used as an approximation method in general dynamical systems.
- Published
- 2013