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3 votes
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Sequential generation of any random graph

The high-level question is: can we generate any random graph with size $d$ using a Markov chain? For example, let $X^{(0)} = (1,0,\ldots,0) \in R^d$ be the initial state, and $X^{(t+1)} = f^{(t)}(X^{...
Minkov's user avatar
  • 1,127
2 votes
0 answers
114 views

Hyperbolic decay of transition probability for random walks on infinite graphs

Consider a nearest-neighbor (or say simple) random walk on a connected graph $G$ with infinite vertices where each vertex has a finite degree. Let $P^n_{o,o}$ be the probability of the random walk ...
Uchiha's user avatar
  • 87
1 vote
0 answers
41 views

Asymptotic mixing time and Euclidean probability distance for path graphs

We are given a simple path graph $P(V,E)$ with vertex set $V$ and edge set $E$, having $n=|V|$ nodes. Given an initial distribution $\mathbf{\mu}$ over $V$, let $d_t(\mathbf{\mu},\pi)$ be defined as $\...
Penelope Benenati's user avatar
1 vote
0 answers
46 views

Is there an effective algorithm for finding "minimal discovery times" for large graphs?

Consider a large, probably sparse graph with Markovian random walkers on it. Define the discovery time as the expected time to first reach a vertex by random walk from a uniform start. Are there ...
Moonwalker's user avatar