On the pertinence to Physics of random walks induced by random dynamical systems: a survey

5th International Conference on Mathematical Modeling in Physical Sciences

物理学;数学

Petritis, Dimitri^1

Institut de Recherche Mathématique, Université de Rennes 1, Campus de Beaulieu, Rennes Cedex

35042, France^1

关键词: Abstract space;    Iterated function system;    Penrose lattices;    Quantum channel;    Quantum measurement;    Quantum physics;    Quantum random walks;    Random dynamical system;   

Others  :  https://iopscience.iop.org/article/10.1088/1742-6596/738/1/012003/pdf
DOI  :  10.1088/1742-6596/738/1/012003

来源: IOP

【 摘 要 】

Let X be an abstract space and A a denumerable (finite or infinite) alphabet. Suppose that (pa)a∈Ais a family of functions pa: X → +such that for all x ∈ X we have Σa∈Apa(x) = 1 and (Sa)a∈Aa family of transformations Sa: X → X. The pair ((Sa)a, (pa)a) is termed an iterated function system with place dependent probabilities. Such systems can be thought as generalisations of random dynamical systems. As a matter of fact, suppose we start from a given x ∈ X we pick then randomly, with probability pa(x), the transformation Saand evolve to Sa(x). We are interested in the behaviour of the system when the iteration continues indefinitely. Random walks of the above type are omnipresent in both classical and quantum Physics. To give a small sample of occurrences we mention: random walks on the affine group, random walks on Penrose lattices, random walks on partially directed lattices, evolution of density matrices induced by repeated quantum measurements, quantum channels, quantum random walks, etc. In this article, we review some basic properties of such systems and provide with a pathfinder in the extensive bibliography (both on mathematical and physical sides) where the main results have been originally published.