# Equidistribution theorem

Illustration of filling the unit interval (horizontal axis) with the first n terms using the equidistribution theorem with four common irrational numbers, for n from 0 to 999 (vertical axis). The 113 distinct bands for π are due to the closeness of its value to the rational number 355/113. Similarly, the 7 distinct groups are due to π being approximately 22/7.
(click for detailed view)

In mathematics, the equidistribution theorem is the statement that the sequence

a, 2a, 3a, ... mod 1

is uniformly distributed on the circle ${\displaystyle \mathbb {R} /\mathbb {Z} }$, when a is an irrational number. It is a special case of the ergodic theorem where one takes the normalized angle measure ${\displaystyle \mu ={\frac {d\theta }{2\pi }}}$.

## History

While this theorem was proved in 1909 and 1910 separately by Hermann Weyl, Wacław Sierpiński and Piers Bohl, variants of this theorem continue to be studied to this day.

In 1916, Weyl proved that the sequence a, 22a, 32a, ... mod 1 is uniformly distributed on the unit interval. In 1935, Ivan Vinogradov proved that the sequence pn a mod 1 is uniformly distributed, where pn is the nth prime. Vinogradov's proof was a byproduct of the odd Goldbach conjecture, that every sufficiently large odd number is the sum of three primes.

George Birkhoff, in 1931, and Aleksandr Khinchin, in 1933, proved that the generalization x + na, for almost all x, is equidistributed on any Lebesgue measurable subset of the unit interval. The corresponding generalizations for the Weyl and Vinogradov results were proven by Jean Bourgain in 1988.

Specifically, Khinchin showed that the identity

${\displaystyle \lim _{n\to \infty }{\frac {1}{n}}\sum _{k=1}^{n}f((x+ka){\bmod {1}})=\int _{0}^{1}f(y)\,dy}$

holds for almost all x and any Lebesgue integrable function ƒ. In modern formulations, it is asked under what conditions the identity

${\displaystyle \lim _{n\to \infty }{\frac {1}{n}}\sum _{k=1}^{n}f((x+b_{k}a){\bmod {1}})=\int _{0}^{1}f(y)\,dy}$

might hold, given some general sequence bk.

One noteworthy result is that the sequence 2ka mod 1 is uniformly distributed for almost all, but not all, irrational a. Similarly, for the sequence bk = 2ka, for every irrational a, and almost all x, there exists a function ƒ for which the sum diverges. In this sense, this sequence is considered to be a universally bad averaging sequence, as opposed to bk = k, which is termed a universally good averaging sequence, because it does not have the latter shortcoming.

A powerful general result is Weyl's criterion, which shows that equidistribution is equivalent to having a non-trivial estimate for the exponential sums formed with the sequence as exponents. For the case of multiples of a, Weyl's criterion reduces the problem to summing finite geometric series.

## References

### Historical references

• P. Bohl, (1909) Über ein in der Theorie der säkutaren Störungen vorkommendes Problem, J. reine angew. Math. 135, pp. 189–283.
• Weyl, H. (1910). "Über die Gibbs'sche Erscheinung und verwandte Konvergenzphänomene" (PDF). Rendiconti del Circolo Matematico di Palermo. 330: 377–407. doi:10.1007/bf03014883.
• W. Sierpinski, (1910) Sur la valeur asymptotique d'une certaine somme, Bull Intl. Acad. Polonaise des Sci. et des Lettres (Cracovie) series A, pp. 9–11.
• Weyl, H. (1916). "Ueber die Gleichverteilung von Zahlen mod. Eins". Math. Ann. 77 (3): 313–352. doi:10.1007/BF01475864.
• Birkhoff, G. D. (1931). "Proof of the ergodic theorem". Proc. Natl. Acad. Sci. U.S.A. 17 (12): 656–660. doi:10.1073/pnas.17.12.656. PMC 1076138. PMID 16577406.
• Ya. Khinchin, A. (1933). "Zur Birkhoff's Lösung des Ergodensproblems". Math. Ann. 107: 485–488. doi:10.1007/BF01448905.

### Modern references

• Joseph M. Rosenblatt and Máté Weirdl, Pointwise ergodic theorems via harmonic analysis, (1993) appearing in Ergodic Theory and its Connections with Harmonic Analysis, Proceedings of the 1993 Alexandria Conference, (1995) Karl E. Petersen and Ibrahim A. Salama, eds., Cambridge University Press, Cambridge, ISBN 0-521-45999-0. (An extensive survey of the ergodic properties of generalizations of the equidistribution theorem of shift maps on the unit interval. Focuses on methods developed by Bourgain.)
• Elias M. Stein and Rami Shakarchi, Fourier Analysis. An Introduction, (2003) Princeton University Press, pp 105–113 (Proof of the Weyl's theorem based on Fourier Analysis)