A relatively quick way to simulate local random processes on a lattice

A relatively quick way to simulate local random processes on a lattice

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Article ID: iaor2000552
Country: United Kingdom
Volume: 35
Issue: 3
Start Page Number: 770
End Page Number: 775
Publication Date: Sep 1998
Journal: Journal of Applied Probability
Authors: ,
Keywords: markov processes
Abstract:

A class of Markov processes in continuous time, with local transition rules, acting on colourings of a lattice, is defined. An algorithm is described for dynamic simulation of such processes. The computation time for the next state is O(log b), where b is the number of possible next states. This technique is used to give some evidence that the limiting shape for a random growth process in the plane with exponential distribution is approximately a circle.

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