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Zarankiewicz's Conjecture


Zarankiewicz's conjecture asserts that the graph crossing number cr(K_(m,n)) of the complete bipartite graph K_(m,n) satisfies

 cr(K_(m,n))=Z(m,n)=|_n/2_||_(n-1)/2_||_m/2_||_(m-1)/2_|
(1)

for all positive integers m and n, where |_x_| is the floor function. Zarankiewicz's (1954) proposed proof contained an error (Guy 1969), although his construction establishes the upper bound cr(K_(m,n))<=Z(m,n).

The problem addressed by the conjecture is sometimes known as the brick factory problem, since it was described by Turán (1977) as follows: "We worked near Budapest, in a brick factory. There were some kilns where the bricks were made and some open storage yards where the bricks were stored. All the kilns were connected to all the storage yards. The bricks were carried on small wheeled trucks to the storage yards. All we had to do was to put the bricks on the trucks at the kilns, push the trucks to the storage yards, and unload them there. We had a reasonable piece rate for the trucks, and the work itself was not difficult; the trouble was at the crossings. The trucks generally jumped the rails there, and the bricks fell out from them, in short this caused a lot of trouble and loss of time which was precious to all of us. We were all sweating and cursing at such occasions, I too; but 'nolens volens' the idea occurred to me that this loss of time could have been minimized if the number of crossings of the rails had been minimized. But what is the minimum number of crossings? I realized after several days that the actual situation could have been improved, but the exact solution of the general problem with m kilns and n storage yards seemed to be very difficult. The problem occurred to me again at my first visit to Poland where I met Zarankiewicz. I mentioned to him my 'brick-factory' problem and Zarankiewicz thought he had solved it. But Gerhard Ringel found a gap in his published proof, which nobody has been able to fill so far--in spite of much effort. This problem has also become a notoriously difficult unsolved problem."

The conjecture has been established for all m,n<=7. Woodall (1993) verified it for K_(7,7) and K_(7,9), including cr(K_(7,7))=81. The smallest unsettled cases at that time were K_(7,11) and K_(9,9). The table below gives established crossing numbers.

1234567
10000000
2000000
312469
4481218
5162436
63654
781

Richter and Širáň (1996) computed the crossing number of the complete bipartite graph K_(3,n) as

 cr(K_(3,n))=|_1/2n_|(n-1-|_1/2n_|).
(2)

Kleitman (1970) showed that the crossing numbers for K_(3,n), K_(4,n), K_(5,n), and K_(6,n) satisfy

 cr(K_(m,n))=|_1/2m_||_1/2(m-1)_||_1/2n_||_1/2(n-1)_|,
(3)

giving the specific equations

cr(K_(3,n))=|_1/4(n-1)^2_|
(4)
cr(K_(4,n))=|_1/2(n-1)^2_|
(5)
cr(K_(5,n))=2|_1/2(n-1)^2_|
(6)
cr(K_(6,n))=3|_1/2(n-1)^2_|
(7)

for all positive n.

OpenAI (2026) announced a proof that cr(K_(m,n))=Z(m,n) for all positive integers m and n. The release attributes the argument to an unreleased internal OpenAI model and supplies a Lean formalization of the full formula. As of Oct. 7, 2026, VibeMathed (2026) had read the formal statement but had not independently rebuilt it, and independent specialist verification of the complete proof had not been reported.

For equal part sizes, Balogh et al. (2026) proved the asymptotic lower bound

 cr(K_(n,n))>=(0.96936+o(1))Z(n,n).
(8)

Their corresponding rectilinear crossing number bound is rcr(K_(n,n))>=(0.987+o(1))Z(n,n).


See also

Complete Bipartite Graph, Complete Graph, Graph Crossing Number, Harary-Hill Conjecture

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References

Balogh, J.; Layman, N.; Lidický, B.; Pfender, F.; Salazar, G.; Spiro, S.; and Volec, J. "Crossing Numbers of Complete Bipartite Graphs." 18 Oct 2026. https://arxiv.org/abs/2610.25204.de Klerk, E.; Maharry, J.; Pasechnik, D. V.; Richter, R. B.; Salazar, G. "Improved Bounds for the Crossing Numbers of K_(m,n) and K_n." 2004. https://arxiv.org/abs/math/0404142.Guy, R. K. "The Decline and Fall of Zarankiewicz's Theorem." In Proof Techniques in Graph Theory, Proceedings of the Second Ann Arbor Graph Theory Conference, Ann Arbor, Michigan, 1968. New York: Academic Press, pp. 63-69, 1969.Kleitman, D. J. "The Crossing Number of K_(5,n)." J. Combin. Th. 9, 315-323, 1970.Kővari, T.; Sós, V. T.; and Turán, P. "On a Problem of K. Zarankiewicz." Colloq. Math. 3, 50-57, 1954.Numberphile. "The Brick Factory Problem." May 31, 2023. https://www.youtube.com/watch?v=xBfAYxxRsjY.OpenAI. "The Crossing Number of Complete Bipartite Graphs." Sep. 23, 2026. https://github.com/openai/math/blob/adc7f1241b42e322a6451854ab7e4b4c146bf78a/preprints/The-crossing-number-of-complete-bipartite-graphs-September-23-2026/paper.pdf.Richter, R. B. and Širáň, J. "The Crossing Number of K_(3,n) in a Surface." J. Graph Th. 21, 51-54, 1996.Richter, R. B. and Thomassen, C. "Relations Between Crossing Numbers of Complete and Complete Bipartite Graphs." Amer. Math. Monthly 104, 131-137, 1997.Turán, P. "A Note of Welcome." J. Graph Th. 1, 7-9, 1977.VibeMathed. "Zarankiewicz's Crossing-Number Conjecture (Turán's Brick Factory Problem)." Oct. 7, 2026. https://vibemathed.com/problem/zarankiewicz-crossing-number-conjecture.Woodall, D. R. "Cyclic-Order Graphs and Zarankiewicz's Crossing-Number Conjecture." J. Graph Th. 17, 657-671, 1993. https://doi.org/10.1002/jgt.3190170602.Zarankiewicz, K. "On a Problem of P. Turán concerning Graphs." Fund. Math. 41, 137-145, 1954.

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Zarankiewicz's Conjecture

Cite this as:

Weisstein, Eric W. "Zarankiewicz's Conjecture." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/ZarankiewiczsConjecture.html

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