Applications of probability theory to graphs

In this paper, we summarize the probabilistic method and survey some of its iconic proofs. We then go on to draw the connections between regular pairs and random graphs, emphasizing their relationship and parallel constructions. We finish with a review of the proof of Szemerédi’s Regularity Lemma and an example of its application.