# Questions tagged [random-graphs]

The tag has no usage guidance.

24 questions
Filter by
Sorted by
Tagged with
81 views

### Spectral sparsification of graphs with negative edge weights

I am reading the following well-known paper on spectral sparsification of weighted graphs: https://arxiv.org/pdf/0808.4134.pdf. Page 2 contains most of the definitions relevant to this question. It is ...
• 1
457 views

### Relationship between Random Graph Theory and TCS

Sorry for this large and vague question. I am a new grad probability student recently interested in random graph theory(RG). I heard from someone in math department that RG has close relationship to ...
• 113
1 vote
77 views

### Prune length distribution of random binary tree

Consider a random binary tree with $N$ leaves. Each node (except the root node) has a degree of exactly three (two children and one parent). No further restriction is placed on the structure of the ...
261 views

### Power law for degree distribution of random KNN graphs?

Setup Sample random points from say standard Gaussian (or uniform) distribution in $R^{d}$ for some "d" and consider a KNN (K-nearest neigbour) graph for some K. Look at the degree ...
1k views

### Number of connected components of a random nearest neighbor graph?

Let us sample some big number N points randomly uniformly on $[0,1]^d$. Consider 1-nearest neighbor graph based on such data cloud. (Let us look on it as UNdirected graph). Question What would the ...
343 views

### How long does it take to find a short cycle in a random graph?

Let $G \sim G(n, n^{-1/2})$ be a random graph on $\approx n^{3/2}$ edges. With very high probability, $G$ has many $4$-cycles. Our goal is to output any one of these $4$-cycles as quickly as ...
• 2,403
173 views

### Diameter of "almost" always connected Erdős-Renyi graphs

Let $G=(V,E)$ be a random Erdős-Renyi Graph, i.e., $G\in\mathcal{G}(n,p)$. It is well known that if $p=(\log n +c +o(1))/n$ with $c\in\Re$ then $$P(G \text{ is connected})=e^{-e^{-c}}\ .$$ However, ...
• 1,138
184 views

### Probability of a $k$-path in a random graph

Assume that $G\in G(n,p)$; if $p=\frac{\ln n +\ln \ln n +c(n)}{n}$, the following fact is well known: \begin{eqnarray} Pr [G\mbox{ has a Hamiltonian cycle}]= \begin{cases} 1 & (c(n)\...
• 9,448
123 views

### Random Multigraph ER-like model?

I was looking into multigraphs recently and I couldn't find a simple "goto" model for generating random multigraphs along the lines of the ER model of simple graphs. Specifically, I was hoping to find ...
62 views

### Expected size of the min-cut, under edge perturbations

Suppose we have a graph $G(V, E)$. Assume that the min-cut of this graph is given $C=(A/B)$ and denote the size of the cut with $|C|$. Create a random modification of the graph: Drop each ...
• 749
367 views

### Is it possible to infer on the thermodynamics of two problems if a reduction from $B$ to $A$ exists?

Peter Shor commented on this post: years of experience in theoretical computer science says that the thermodynamic behavior of two NP complete problems are in general not similar. What can we say ...
• 463
386 views

### Reference Request: complexity results on finding $(1+\epsilon) \log n$ size clique in $G(n,1/2)$

I am trying to find results on the best known time complexity for finding $(1+\epsilon) \log n$ sized cliques in $G(n,1/2)$. More general results would be great, i.e. if $C_p$ is the constant such ...
• 203
561 views

### Connectivity of a random regular graph of degree $d$

An Erdős–Rényi graph over $n$ vertices and average degree $d$ is not connected w.h.p. iff $d < \log n$. I was wondering for what the degree $d$ would a random regular graph of degree $d$ be ...
331 views

### expected number of edges for fixed min cut

It is known that a graph $G=(V,E)$ with $n$ nodes and min cut $k$, must have at least $\frac{1}{2}nk$ edges. Are there any tighter bounds or expectations I can place on $|E|$ if I assume that $G$ ...
1k views

### Probability of two vertices being connected by some path in a random directed graph

Define $G(n, p)$ as a random directed graph ($n$ vertices; we put edge between two vertices with probability $p$). What are the known results for the following problem: Fix two vertices $v$ and $u$...
• 749
698 views

### Which graph parameters are NOT concentrated on random graphs?

It is well known that many important graph parameters show (strong) concentration on random graphs, at least in some range of the edge probability. Some typical examples are the chromatic number, ...
• 11.4k
114 views

### How many neighbors does a vertex has which are closest to a source vertex in random regular graphs?

Let $G=(V,E)$ be an undirected, random $r$-regular graph. Let $s,t\in V$, and denote by $N(v)=\{u\in V\mid (u,v)\in E\}$ the neighborhood of $v$. I'm looking for the distribution of the number of ...
• 9,448
248 views

### Expected length of longest construction path in Barabási–Albert Model

The Barabási-Albert Model is used for constructing scale-free networks using the preferential attachment technique. The essence, as I understand it, is that nodes are incrementally added to a graph by ...
• 16.7k
466 views

### The largest connected component of a random subgraph

Let a graph on $|V|$ vertices and $|E|$ edges. We randomly sample $s= c \cdot \frac{|V|}{{d_{\text{av}}}}$ vertices, without replacement, where $d_{\text{av}}$ is the average degree of $G$ and $c$ is ...
• 1,356
182 views

### What's the probability for a random graph with degrees greater than 1 to be Hamiltonian?

Given a random graph by the Erdős–Rényi model, if the minimal node degree is greater than 1 (or $\geq 2$), or randomly select a graph from the graphs with node degrees greater than 1 ($\geq 2$), what'...
• 51
505 views

### Separating words with random DFAs

One of the interesting open problems about DFAs listed in Are there any open problems left about DFAs? is the size of a DFA required to separate two strings of length $n$. I am curious if there any ...
• 3,253