Abstract
The purpose of this chapter is to give an introduction to interacting particle systems by describing the behavior of several examples. In each system there is a collection of spatial locations called sites, which in all our examples will be the d-dimensional integer lattice, Z d, that is, the points in d-dimensional space with all integer coordinates. At each time t ∈ [0, ∞), each site can be in one of a finite set of states, F, so the state of the process at time t is a. function ξ t : Z d → F. The time evolution is described by declaring that each site changes its state at a rate that depends upon the states of a finite number of neighboring sites. Here, we say that something happens at rate r if the probability of an occurrence between times t and t + h is ~ rh as h → 0 is small; that is, when divided by h, the probability converges to r as h → 0.
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References
Bezuidenhout, C. and G. Grimmett 1990: The critical contact process dies out. Ann. Probab. 18, 1462–1482.
Bramson, M., R. Durrett, and G. Swindle 1989: Statistical mechanics of crabgrass. Ann. Probab. 17, 444–481.
Brower, R.C., M.A. Furman, and M. Moshe 1978: Critical exponents for the Reggeon quantum spin model. Physics Letters 76B: 213–219.
Cox, J.T. and R. Durrett 1988: Limit theorems for the spread of epidemics and forest fires. Stock. Processes Appl. 30: 171–191.
Durrett, R. 1980: On the growth of one-dimensional contact processes. Ann. Probab. 8: 890–907.
Durrett, R. 1988:Lecture Notes on Particle Systems and Percolation. Wadsworth Pub. Co., Pacific Grove, CA.
Durrett, R. 1991: A new method for proving the existence of phase transitions. Spatial Stochastic Processes edited by K. Alexander and J. Watkins, Birkhauser, Boston
Durrett, R. and D. Griffeath 1982: Contact processes in several dimensions. Z. Warsch. Verw. Gebiete 59: 535–552.
Durrett, R. and A.M. Moller 1991: Complete convergence theorem for a competition model. Prob. Th. Rel. Fields 88: 121–136.
Durrett, R. and C. Neuhauser 1991: Epidemics with recovery in d=2. Adv. in Applied Probab. 1: 189–206.
Durrett, R. and R.H. Schonmann 1987: Stochastic growth models. Percolation Theory and the Ergodic Theory of Interacting Particle Systems. Springer, New York.
Durrett, R. and G. Swindle 1991: Are there bushes in a forest? Stoch. Processes Appl. 37, 19–31.
Griffeath, D. 1978: Limit theorems for non-ergodic set-valued Markov processes. Ann. Probab. 6: 379- 387.
Griffeath, D. 1983: The binary contact path process. Ann. Probab. 11: 692–705.
Harris, T.E. 1974: Contact interactions on a lattice. Ann. Probab. 2: 969–988.
Holley, R. and T.M. Liggett 1978: The survival of contact processes. Ann. Probab. 6: 198–206.
Holley, R. and T.M. Liggett 1981: Generalized potlatch and smoothing processes. Z. Warsch. verw. Gebiete 55: 165–195.
Liggett, T.M. 1985:Interacting Particle Systems. Springer, New York.
Neuhauser, C. 1990: Ergodic theorems for the multitype contact process. Ph.D. Thesis, Cornell University, Ithaca, New York.
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© 1993 Springer-Verlag Berlin Heidelberg
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Durrett, R. (1993). Stochastic Models of Growth and Competition. In: Levin, S.A., Powell, T.M., Steele, J.W. (eds) Patch Dynamics. Lecture Notes in Biomathematics, vol 96. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-50155-5_13
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DOI: https://doi.org/10.1007/978-3-642-50155-5_13
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