Beck's theorem (geometry) explained

In discrete geometry, Beck's theorem is any of several different results, two of which are given below. Both appeared, alongside several other important theorems, in a well-known paper by József Beck. The two results described below primarily concern lower bounds on the number of lines determined by a set of points in the plane. (Any line containing at least two points of point set is said to be determined by that point set.)

Erdős–Beck theorem

The Erdős–Beck theorem is a variation of a classical result by L. M. Kelly and W. O. J. Moser^[1] involving configurations of n points of which at most n - k are collinear, for some 0 < k < O. They showed that if n is sufficiently large, relative to k, then the configuration spans at least kn - (1/2)(3k + 2)(k - 1) lines.

Elekes and Csaba Toth noted that the Erdős–Beck theorem does not easily extend to higher dimensions.^[2] Take for example a set of 2n points in R³ all lying on two skew lines. Assume that these two lines are each incident to n points. Such a configuration of points spans only 2n planes. Thus, a trivial extension to the hypothesis for point sets in R^d is not sufficient to obtain the desired result.

This result was first conjectured by Erdős, and proven by Beck. (See Theorem 5.2 in.^[3])

Statement

Let S be a set of n points in the plane. If no more than n - k points lie on any line for some 0 ≤ k < n - 2, then there exist Ω(nk) lines determined by the points of S.

Proof

Beck's theorem

Beck's theorem says that finite collections of points in the plane fall into one of two extremes; one where a large fraction of points lie on a single line, and one where a large number of lines are needed to connect all the points.

Although not mentioned in Beck's paper, this result is implied by the Erdős–Beck theorem.^[4]

Statement

The theorem asserts the existence of positive constants C, K such that given any n points in the plane, at least one of the following statements is true:

1. There is a line which contains at least n/C of the points.
2. There exist at least

n ^{2/K} lines, each of which contains at least two of the points.

In Beck's original argument, C is 100 and K is an unspecified constant; it is not known what the optimal values of C and K are.

Proof

A proof of Beck's theorem can be given as follows. Consider a set P of n points in the plane. Let j be a positive integer. Let us say that a pair of points A, B in the set P is j-connected if the line connecting A and B contains between

2 ^{j} and 2 ^{j+1} -1 points of P (including A and B).

From the Szemerédi–Trotter theorem, the number of such lines is

O( n ^{2} / 2 ^{3j} + n / 2 ^{j} ) , as follows: Consider the set P of n points, and the set L of all those lines spanned by pairs of points of P that contain at least 2 ^{j} points of P. Since no two points can lie on two distinct lines |L| ⋅ { 2 ^{j} \choose 2 } \leq {n \choose 2 } . Now using Szemerédi–Trotter theorem, it follows that the number of incidences between P and L is at most O(n ^{2/2} ^{2j} + n) . All the lines connecting j-connected points also lie in L, and each contributes at least 2 ^{j} incidences. Therefore, the total number of such lines is O(n ^{2/2} ^{3j} + n/ 2 ^{j)} .

Since each such line connects together

\Omega( 2 ^{2j} ) pairs of points, we thus see that at most O( n ^{2} / 2 ^{j} + 2 ^{j} n ) pairs of points can be j-connected.

Now, let C be a large constant. By summing the geometric series, we see that the number of pairs of points which are j-connected for some j satisfying

C \leq 2 ^{j} \leq n/C is at most O( n ^{2} / C) .

On the other hand, the total number of pairs is

(n(n -1 ))/(2) . Thus if we choose C to be large enough, we can find at least n ^{2} / 4 pairs (for instance) which are not j-connected for any C \leq 2 ^{j} \leq n/C . The lines that connect these pairs either pass through fewer than 2C points, or pass through more than n/C points. If the latter case holds for even one of these pairs, then we have the first conclusion of Beck's theorem. Thus we may assume that all of the n ^{2} / 4 pairs are connected by lines which pass through fewer than 2C points. But each such line can connect at most C( 2 C -1 ) pairs of points. Thus there must be at least n ^{2} / 4 C( 2 C -1 ) lines connecting at least two points, and the claim follows by taking K = 4 C( 2 C -1 ) .

References

1. Web site: William O. J. Moser.
2. Book: Elekes, György . György Elekes. Tóth, Csaba D.. Proceedings of the twenty-first annual symposium on Computational geometry . Incidences of not-too-degenerate hyperplanes . Csaba D. Tóth. 2005. 1-58113-991-8. Annual Symposium on Computational Geometry. Pisa, Italy. 16–21. 10.1145/1064092.1064098 . 9617907 .
3. Beck. József. József Beck. 1983. On the lattice property of the plane and some problems of Dirac, Motzkin, and Erdős in combinatorial geometry. Combinatorica . 3. 3–4. 281–297. 0729781. 10.1007/BF02579184. 31011939.
4. Beck's Theorem can be derived by letting k = n(1 − 1/C) and applying the Erdős–Beck theorem.