TY - JOUR
T1 - On Explosions in Heavy-tailed Branching Random Walks
AU - Amini, O.
AU - Devroye, L.
AU - Griffiths, S.
AU - Olver, N.K.
PY - 2013
Y1 - 2013
N2 - Consider a branching random walk on ℝ, with offspring distribution Z and nonnegative displacement distribution W. We say that explosion occurs if an infinite number of particles may be found within a finite distance of the origin. In this paper, we investigate this phenomenon when the offspring distribution Z is heavy-tailed. Under an appropriate condition, we are able to characterize the pairs (Z,W) for which explosion occurs, by demonstrating the equivalence of explosion with a seemingly much weaker event: that the sum over generations of the minimum displacement in each generation is finite. Furthermore, we demonstrate that our condition on the tail is best possible for this equivalence to occur. We also investigate, under additional smoothness assumptions, the behavior of Mn, the position of the particle in generation n closest to the origin, when explosion does not occur (and hence lim
AB - Consider a branching random walk on ℝ, with offspring distribution Z and nonnegative displacement distribution W. We say that explosion occurs if an infinite number of particles may be found within a finite distance of the origin. In this paper, we investigate this phenomenon when the offspring distribution Z is heavy-tailed. Under an appropriate condition, we are able to characterize the pairs (Z,W) for which explosion occurs, by demonstrating the equivalence of explosion with a seemingly much weaker event: that the sum over generations of the minimum displacement in each generation is finite. Furthermore, we demonstrate that our condition on the tail is best possible for this equivalence to occur. We also investigate, under additional smoothness assumptions, the behavior of Mn, the position of the particle in generation n closest to the origin, when explosion does not occur (and hence lim
UR - https://www.scopus.com/pages/publications/84879122847
UR - https://www.scopus.com/inward/citedby.url?scp=84879122847&partnerID=8YFLogxK
U2 - 10.1214/12-AOP806
DO - 10.1214/12-AOP806
M3 - Article
SN - 0091-1798
VL - 41
SP - 1864
EP - 1899
JO - Annals of probability
JF - Annals of probability
IS - 3B
ER -