Tricki
a repository of mathematical know-how

Revision of Probabilistic combinatorics front page from Sat, 13/12/2008 - 00:59

Quick description

Probabilistic combinatorics has two rather distinct flavours. The first is the study of the typical behaviour of random combinatorial objects, such as a graph with n vertices where each edge is chosen randomly and independently with probability p. The second is the use of random constructions to prove statements that do not mention probability, a classic example being Erdős's proof that the Ramsey number R(k,k) is at least 2^{k/2}. This page contains links to several articles: some are general articles about the probabilistic method, while others are about particular methods that have been developed to estimate probabilities in situations where they are hard to determine.

The use of the probabilistic method

What is the probabilistic method and when can it be applied?

A useful heuristic principle for guessing probabilities

Techniques for estimating and bounding probabilities

Averaging arguments

The second-moment method

How to use martingales

How to use the Lovász local lemma

How to use Talagrand's inequality

How to use Janson's inequality

How to use Stein's method

How to use correlation inequalities

How to use the inclusion-exclusion principle