A Guide to First-Passage Processes
Author | : Sidney Redner |
Publisher | : Cambridge University Press |
Total Pages | : 328 |
Release | : 2007-05-15 |
ISBN-10 | : 0521036917 |
ISBN-13 | : 9780521036917 |
Rating | : 4/5 (917 Downloads) |
Download or read book A Guide to First-Passage Processes written by Sidney Redner and published by Cambridge University Press. This book was released on 2007-05-15 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: First-passage properties underlie a wide range of stochastic processes, such as diffusion-limited growth, neuron firing, and the triggering of stock options. This book provides a unified presentation of first-passage processes, which highlights its interrelations with electrostatics and the resulting powerful consequences. The author begins with a modern presentation of fundamental theory including the connection between the occupation and first-passage probabilities of a random walk, and the connection to electrostatics and current flows in resistor networks. The consequences of this theory are then developed for simple, illustrative geometries including the finite and semi-infinite intervals, fractal networks, spherical geometries and the wedge. Various applications are presented including neuron dynamics, self-organized criticality, diffusion-limited aggregation, the dynamics of spin systems, and the kinetics of diffusion-controlled reactions. Examples discussed include neuron dynamics, self-organized criticality, kinetics of spin systems, and stochastic resonance.