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The study of probability distributions over graphs. For example, the Erdős–Rényi model where each edge occurs independently with equal probability.

2 votes

Existence of a Connectivity Polynomial for a simple graph?

An answer which seems snide (but isn't!) is $$P(G)=x^k$$ where $k$ is the number of connected components. Another which is possible but maybe not as reasonable is the constant polynomial $Q(G)=k.$ Re …
Aaron Meyerowitz's user avatar
1 vote

Rainbow matchings (in random graphs)

I think that you need to formulate a more specific question. For fixed $k$, the $n$ is fairly irrelevant. Let $g(n)$ be a non-decreasing function which increases to infinity but exceedingly slowly (su …
Aaron Meyerowitz's user avatar
5 votes
Accepted

How random are random spanning trees?

This is an interesting question and more subtle than it first appears. One question is the behavior of minimal cost spanning tree for the complete graph. For the question at hand it is worth first con …
Aaron Meyerowitz's user avatar
3 votes

Proving a random bipartite graph contains a perfect matching

What is the purpose of the variable $n$ in your notation? If I understand correctly, we could say that you have a bipartite graph with two vertex classes of size $n$ and each of the $n^2$ possible ed …
Aaron Meyerowitz's user avatar
4 votes

"sparse graphs are locally tree-like"

I think you would need a condition something like $|E|<(1+(1-\epsilon)\ln(V))V$. If $|E|=3|V|$ then it could be that every vertex is on $6$ $3$-cycles. That is only one such graph but I would expect t …
Aaron Meyerowitz's user avatar
6 votes

Connectivity of the Erdős–Rényi random graph

I think perhaps the problem with the variance is not the overlap of the different trees but the fact that the number of spanning trees can be much much larger than 1 but not much less. With $p=\frac …
Aaron Meyerowitz's user avatar
1 vote

When is the union of a graph and a random permutation thereof connected?

I will assume that $\Gamma$ is regular of degree $1$ (so $n=2m$ for some $m$.) You say that you don't care specifically about the uniform distribution on $S_n=S_{2m}.$ However I will deal mainly with …
Aaron Meyerowitz's user avatar