From Markov Chains to Non-Equilibrium Particle Systems, Second Edition
From Markov Chains to Non-Equilibrium Particle Systems, Second Edition by Mu-Fa Chen
2004 | ISBN: 9812388117 | English | 612 pages | PDF | 23 MB
2004 | ISBN: 9812388117 | English | 612 pages | PDF | 23 MB
This book is representative of the work of Chinese probabilists on probability theory and its applications in physics. It presents a unique treatment of general Markov jump processes: uniqueness, various types of ergodicity, Markovian couplings, reversibility, spectral gap, etc. It also deals with a typical class of non-equilibrium particle systems, including the typical Schlögl model taken from statistical physics. The constructions, ergodicity and phase transitions for this class of Markov interacting particle systems, namely, reaction-diffusion processes, are presented. In this new edition, a large part of the text has been updated and two-and-a-half chapters have been rewritten. The book is self-contained and can be used in a course on stochastic processes for graduate students.