Math 2.0

Combinatorics Extremal combinatorics Problem

Zarankiewicz problem

Builds on Bipartite graphComplete bipartite graphExtremal graph theory

Problem

Let m,n,s,tm, n, s, t be positive integers with s≤ms \le m and t≤nt \le n. Call an m×nm \times n matrix with entries in {0,1}\set{0, 1} (s,t)(s, t)-free if no ss rows and tt columns cross only in entries equal to 11. Let z(m,n;s,t)z(m, n; s, t) be the largest number of entries equal to 11 in an (s,t)(s, t)-free m×nm \times n matrix. Determine z(m,n;s,t)z(m, n; s, t), or its order of growth.

Remarks

Equivalently, consider bipartite graphs with parts AA and BB of sizes mm and nn. Then z(m,n;s,t)z(m, n; s, t) is the largest number of edges of such a graph with no complete bipartite subgraph Ks,tK_{s,t} that has ss vertices in AA and tt in BB. It is closely tied to the extremal number ex(n,Ks,t)\mathrm{ex}(n, K_{s,t}).

The Kővári–Sós–Turán theorem gives the upper bound z(n,n;t,t)=O(n2−1/t)z(n, n; t, t) = O(n^{2 - 1/t}) for fixed tt. For s=t=2s = t = 2 the order n3/2n^{3/2} is correct. If qq is a prime power and n=q2+q+1n = q^2 + q + 1, then z(n,n;2,2)=(q+1)(q2+q+1)z(n, n; 2, 2) = (q + 1)(q^2 + q + 1), and the incidence matrix of a finite projective plane of order qq attains this value. The order n2−1/tn^{2 - 1/t} is also known to be correct for t=3t = 3 and, for z(n,n;s,t)z(n, n; s, t), when ss is large enough compared with tt, by algebraic constructions called norm graphs. In general the problem is open; for example, the order of growth of z(n,n;4,4)z(n, n; 4, 4) is not known.

Reading path

To understand this page from the ground up, read these 7 pages in order. The foundations come first.

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Each page uses the pages above it. The colour of the bar on a box shows how strong the evidence is, and the box also gives it as text. The list has the same pages.
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  1. Bipartite graph concept
  2. Complete bipartite graph example
  3. Graph concept
  4. Graph isomorphism concept
  5. Subgraph concept
  6. Extremal graph theory definition
  7. Zarankiewicz problem problem

Further reading

  1. Web https://en.wikipedia.org/wiki/Zarankiewicz_problem
About this page
TagKT9WJFRQ3F
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Kindproblem
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MSC05C35, 05D99
StatusThis copy of the site has no build data. Run m2 status KT9WJFRQ3F.
AboutExtremal graph theory, Bipartite graph
UsesBipartite graph, Complete bipartite graph, Extremal graph theory
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Changed2 November 2026

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