arXiv Analytics

Sign in

arXiv:1006.5723 [math.PR]AbstractReferencesReviewsResources

Attractive n-type contact processes

Joseph Stover

Published 2010-06-29, updated 2010-11-10Version 2

Interacting particle systems are continuous time Markov processes which are used to construct models in many disciplines. Monotonicity is a property that some interacting particle systems possess. A monotone interacting particle system is called attractive. A benefit of attractiveness is that it simplifies certain calculations, one of which is the ability to use some computational algorithms to sample exactly from the stationary distribution of an ergodic process. Monotonicity is well understood for spin systems such as the contact process. Spin systems only include two particle types however, while in many applied models, it is desirable to include more species of particles. In this paper a general framework of monotonicity will be outlined for a certain class of multitype contact processes.

Related articles: Most relevant | Search more
arXiv:1304.5169 [math.PR] (Published 2013-04-18, updated 2015-01-30)
Moment growth bounds on continuous time Markov processes on non-negative integer lattices
arXiv:1906.11980 [math.PR] (Published 2019-06-27)
The log-Sobolev inequality for spin systems of higher order interactions
arXiv:2109.02566 [math.PR] (Published 2021-09-06)
Spin systems with hyperbolic symmetry: a survey