SMILE

Stochastic Models for the Inference of Life Evolution

Brownian net with killing

Newman, C. M., Ravishankar, K., Schertzer, E.

Stochastic Processes and their Applications

2015

Motivated by its relevance for the study of perturbations of one-dimensional voter models, including stochastic Potts models at low temperature, we consider diffusively rescaled coalescing random walks with branching and killing. Our main result is convergence to a new continuum process, in which the random space–time paths of the Sun–Swart Brownian net are terminated at a Poisson cloud of killing points. We also prove existence of a percolation transition as the killing rate varies. Key issues for convergence are the relations of the discrete model killing points and their intensity measure to the continuum counterparts: these convergence issues make the addition of killing considerably more difficult for the Brownian net than for the Brownian web.

Bibtex

@article{newman_brownian_2015,
Author = {Newman, C. M. and Ravishankar, K. and Schertzer, E.},
Title = {Brownian net with killing},
Journal = {Stochastic Processes and their Applications},
Volume = {125},
Number = {3},
Pages = {1148--1194},
Keywords = {Brownian motion, Brownian web, Voter model
perturbations},
abstract = {Motivated by its relevance for the study of
perturbations of one-dimensional voter models,
including stochastic Potts models at low temperature,
we consider diffusively rescaled coalescing random
walks with branching and killing. Our main result is
convergence to a new continuum process, in which the
random space–time paths of the Sun–Swart Brownian
net are terminated at a Poisson cloud of killing
points. We also prove existence of a percolation
transition as the killing rate varies. Key issues for
convergence are the relations of the discrete model
killing points and their intensity measure to the
continuum counterparts: these convergence issues make
the addition of killing considerably more difficult for
the Brownian net than for the Brownian web.},
doi = {10.1016/j.spa.2014.09.018},
issn = {0304-4149},
month = mar,
url = {http://www.sciencedirect.com/science/article/pii/S0304414914002324},
urldate = {2015-08-27},
year = 2015
}

Link to the article

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