TY - JOUR
T1 - Random walk through a fertile site
AU - Bauer, Michel
AU - Krapivsky, P. L.
AU - Mallick, Kirone
N1 - Publisher Copyright:
© 2021 American Physical Society.
PY - 2021/2/1
Y1 - 2021/2/1
N2 - We study the dynamics of random walks hopping on homogeneous hypercubic lattices and multiplying at a fertile site. In one and two dimensions, the total number N(t) of walkers grows exponentially at a Malthusian rate depending on the dimensionality and the multiplication rate μ at the fertile site. When d>dc=2, the number of walkers may remain finite forever for any μ; it surely remains finite when μ≤μd. We determine μd and show that (N(t)) grows exponentially if μ>μd. The distribution of the total number of walkers remains broad when d≤2, and also when d>2 and μ>μd. We compute (Nm) explicitly for small m, and show how to determine higher moments. In the critical regime, (N) grows as t for d=3, t/lnt for d=4, and t for d>4. Higher moments grow anomalously, (Nm)∼(N)2m-1, in the critical regime; the growth is normal, (Nm)∼(N)m, in the exponential phase. The distribution of the number of walkers in the critical regime is asymptotically stationary and universal, viz., it is independent of the spatial dimension. Interactions between walkers may drastically change the behavior. For random walks with exclusion, if d>2, there is again a critical multiplication rate, above which (N(t)) grows linearly (not exponentially) in time; when d≤dc=2, the leading behavior is independent on μ and (N(t)) exhibits a sublinear growth.
AB - We study the dynamics of random walks hopping on homogeneous hypercubic lattices and multiplying at a fertile site. In one and two dimensions, the total number N(t) of walkers grows exponentially at a Malthusian rate depending on the dimensionality and the multiplication rate μ at the fertile site. When d>dc=2, the number of walkers may remain finite forever for any μ; it surely remains finite when μ≤μd. We determine μd and show that (N(t)) grows exponentially if μ>μd. The distribution of the total number of walkers remains broad when d≤2, and also when d>2 and μ>μd. We compute (Nm) explicitly for small m, and show how to determine higher moments. In the critical regime, (N) grows as t for d=3, t/lnt for d=4, and t for d>4. Higher moments grow anomalously, (Nm)∼(N)2m-1, in the critical regime; the growth is normal, (Nm)∼(N)m, in the exponential phase. The distribution of the number of walkers in the critical regime is asymptotically stationary and universal, viz., it is independent of the spatial dimension. Interactions between walkers may drastically change the behavior. For random walks with exclusion, if d>2, there is again a critical multiplication rate, above which (N(t)) grows linearly (not exponentially) in time; when d≤dc=2, the leading behavior is independent on μ and (N(t)) exhibits a sublinear growth.
U2 - 10.1103/PhysRevE.103.022114
DO - 10.1103/PhysRevE.103.022114
M3 - Article
C2 - 33736009
AN - SCOPUS:85101250027
SN - 2470-0045
VL - 103
JO - Physical Review E
JF - Physical Review E
IS - 2
M1 - 022114
ER -