Concept

Extremal graph

A graph with the largest number of edges possible while still avoiding some forbidden subgraph. Extremal graph theory asks how many edges force a pattern to appear, and which graphs sit exactly at the threshold without containing it.

Named by 5 essays across one field — each of them below, with the objects they name alongside it.

The most triangle-free edges on 6 points. A graph on 6 points carrying 9 edges and no triangle, found by examining every graph on those points, with the two sides its edges cross between drawn apart.

The edge that forces a triangle

A graph on six points can carry nine edges with no three of them closing a triangle. It cannot carry ten. The bound is n²/4, the graphs that achieve it are all the same shape, and both facts fall out of examining every graph there is.

discrete · Extremal graphs
Zykov's moves, from 10 edges to 16. 6 panels showing a graph on 7 points with no complete graph on 4, changed one move at a time; the edge count rises 10, 11, 12, 13, 14, 16 and ends at Turán's graph.

Moves that only ever add edges

Turán's theorem says the densest graph avoiding a complete graph on r + 1 points is the balanced r-part graph. Zykov's proof finds it by a sequence of moves — turn a point into a copy of a better-connected one it is not joined to — each of which adds edges and none of which can create the forbidden clique. A second proof spreads a unit of weight over the points and gets the same bound from a maximum.

discrete · Extremal graphs
The most edges with no four-cycle. Points for n = 2 to 9: the largest number of edges with no four-cycle, 1, 3, 4, 6, 7, 9, 11, 13, between the counting bound above and ½n^(3/2) below, far under the complete graph's count.

The densest graph without a square

Forbid four points joined in a cycle and a graph can keep only about ½n^(3/2) of its edges — far fewer than the quarter of all pairs a triangle-free graph keeps. Counting pairs of neighbours proves the ceiling in two lines. What reaches it is not a random graph but a finite geometry: the points of a projective plane, joined when they are orthogonal.

discrete · Extremal graphs
The fewest triangles a graph can have at each edge density. Razborov's minimum triangle density: 0.55: 0.0730, 0.6: 0.1415, 0.7: 0.2871, 0.75: 0.3750, 0.8: 0.4800, 0.9: 0.7200; it equals Goodman's bound at 1 − 1/t.

The fewest triangles an edge density allows

Half of all possible edges can be drawn without a single triangle. One more, and triangles appear — not one but several at once. Push the density further and the question becomes a curve: for every share of edges, the fewest triangles a large graph can hold. The answer is a string of scallops, touching a simple parabola at the densities of the balanced multipartite graphs and bulging above it between them. It was guessed in the 1980s and proved in 2008 by a method that turns counting into positive-definite matrices.

discrete · Extremal graphs
The Hoffman–Singleton graph: five pentagons, five pentagrams. Fifty vertices of degree seven and girth five, built from five pentagons and five pentagrams joined by the rule j of pentagon h to h·i + j of pentagram i.

As many points as two steps allow

In a graph where every point has d neighbours and every point is within two steps of every other, there can be at most d² + 1 points — one, its d neighbours, and d(d − 1) more reached through them. Graphs that meet the bound exactly are rare to the point of absurdity. The pentagon does it for d = 2, the Petersen graph for d = 3, a fifty-point graph found in 1960 for d = 7, and an eigenvalue argument proves there is nothing else — except possibly one graph with 3,250 points and 57 neighbours each, which nobody has found or ruled out.

discrete · Extremal graphs

Named alongside it

The objects these essays reach for when they reach for this one.

Exhaustive searchComplete bipartiteEdge countTuran graphCliqueConvexityProjective planeTriangle-freeCounting two waysEdge densityEigenvalueFinite field

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