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Exercise 2145Combinatorics › Graph theoryM1Added 3 Nov 2026

Szemerédi's regularity lemma (statement)

#Szemerédi#regularity#dense graphs

Statement

State Szemerédi's regularity lemma.

Hint

Any large graph can be partitioned into a bounded number of parts such that most pairs of parts behave like random bipartite graphs.

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Solution

Lemma. For every ε>0\varepsilon>0 there exists M(ε)M(\varepsilon) such that every graph GG on n≥1n\ge1 vertices admits a partition into k≤Mk\le M parts, each of size within εn\varepsilon n of each other, such that all but εk2\varepsilon k^2 pairs of parts are ε\varepsilon-regular.

Application. Proves Szemerédi's theorem (long arithmetic progressions), triangle removal lemma, Roth's theorem.

Conclusion. The regularity lemma is a powerful structural tool in combinatorics.