TY - JOUR
T1 - Random walks on dynamic configuration models
T2 - a trichotomy
AU - Avena, Luca
AU - Güldaş, Hakan
AU - van der Hofstad, Remco
AU - den Hollander, Frank
PY - 2019/9/1
Y1 - 2019/9/1
N2 - We consider a dynamic random graph on n vertices that is obtained by starting from a random graph generated according to the configuration model with a prescribed degree sequence and at each unit of time randomly rewiring a fraction α
n of the edges. We are interested in the mixing time of a random walk without backtracking on this dynamic random graph in the limit as n→∞, when α
n is chosen such that lim
n→∞α
n(logn)
2=β∈[0,∞]. In Avena et al. (2018) we found that, under mild regularity conditions on the degree sequence, the mixing time is of order 1∕α
n when β=∞. In the present paper we investigate what happens when β∈[0,∞). It turns out that the mixing time is of order logn, with the scaled mixing time exhibiting a one-sided cutoff when β∈(0,∞) and a two-sided cutoff when β=0. The occurrence of a one-sided cutoff is a rare phenomenon. In our setting it comes from a competition between the time scales of mixing on the static graph, as identified by Ben-Hamou and Salez (2017), and the regeneration time of first stepping across a rewired edge.
AB - We consider a dynamic random graph on n vertices that is obtained by starting from a random graph generated according to the configuration model with a prescribed degree sequence and at each unit of time randomly rewiring a fraction α
n of the edges. We are interested in the mixing time of a random walk without backtracking on this dynamic random graph in the limit as n→∞, when α
n is chosen such that lim
n→∞α
n(logn)
2=β∈[0,∞]. In Avena et al. (2018) we found that, under mild regularity conditions on the degree sequence, the mixing time is of order 1∕α
n when β=∞. In the present paper we investigate what happens when β∈[0,∞). It turns out that the mixing time is of order logn, with the scaled mixing time exhibiting a one-sided cutoff when β∈(0,∞) and a two-sided cutoff when β=0. The occurrence of a one-sided cutoff is a rare phenomenon. In our setting it comes from a competition between the time scales of mixing on the static graph, as identified by Ben-Hamou and Salez (2017), and the regeneration time of first stepping across a rewired edge.
KW - Configuration model
KW - Cutoff
KW - Mixing time
KW - Random dynamics
KW - Random walk
UR - http://www.scopus.com/inward/record.url?scp=85054715821&partnerID=8YFLogxK
U2 - 10.1016/j.spa.2018.09.010
DO - 10.1016/j.spa.2018.09.010
M3 - Article
AN - SCOPUS:85054715821
SN - 0304-4149
VL - 129
SP - 3360
EP - 3375
JO - Stochastic Processes and their Applications
JF - Stochastic Processes and their Applications
IS - 9
ER -