Gibbs Measures in Biology and Physics

生物学和物理学中的吉布斯测度:波特(Potts)模型

生物数学

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作      者
出  版 社
出版时间
2022年07月29日
装      帧
精装
ISBN
9789811251238
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页      码
368 pp
语      种
英文
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图书简介
This book presents recently obtained mathematical results on Gibbs measures of the q-state Potts model on the integer lattice and on Cayley trees. It also illustrates many applications of the Potts model to real-world situations in biology, physics, financial engineering, medicine, and sociology, as well as in some examples of alloy behavior, cell sorting, flocking birds, flowing foams, and image segmentation.Gibbs measure is one of the important measures in various problems of probability theory and statistical mechanics. It is a measure associated with the Hamiltonian of a (biological, physical) system. Each Gibbs measure gives a state of the system.The main problem for a given Hamiltonian on a countable lattice is to describe all of its possible Gibbs measures. The existence of some values of parameters at which the uniqueness of Gibbs measure switches to non-uniqueness is interpreted as a phase transition.This book informs the reader about what has been (mathematically) done in the theory of Gibbs measures of the Potts model and the numerous applications of the Potts model. The main aim is to facilitate the readers (in mathematical biology, statistical physics, applied mathematics, probability and measure theory) to progress into an in-depth understanding by giving a systematic review of the theory of Gibbs measures of the Potts model and its applications.Key FeaturesFirst book of its kind to present recent (since 2013) developments of the theory of Gibbs measures of the Potts modelMoreover, the interest of the readers will be increased by finding a bridge between the mathematics of the Potts model and its many applicationsA particular novelty of the book is the inclusion of applications from biologyThe author is well-known by his published book and many papers on Gibbs measures
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