TOPICS
Search

Gauss-Kuzmin Distribution


The Gauss-Kuzmin distribution is the limiting distribution of occurrences of a positive integer k in the continued fraction of a random real number.

For an irrational number y=[a_0;a_1,...], define the complete quotients xi_n for n>=0 by

xi_n=a_n+1/(a_(n+1)+1/(a_(n+2)+...))
(1)
=a_n+1/(xi_(n+1)),
(2)

so 1/xi_(n+1) is the fractional part of xi_n. This can be defined recursively through

 a_n=|_xi_n_|
(3)

and

 xi_(n+1)=1/(xi_n-a_n)
(4)

with xi_0=y, where |_x_| is the floor function and a_n is the nth term of the continued fraction of y.

GaussKuzminHistogram

The distribution of fracxi_n was considered by Gauss in a letter to Laplace dated January 30, 1812. In this letter, Gauss said that he could prove by a simple argument that if F_n(x), sometimes denoted omega_n(x) (Havil 2003, p. 156), is the probability that fracxi_n<x for y with the uniform distribution on (0, 1), then

 lim_(n->infty)F_n(x)=lg(1+x)
(5)

for 0<=x<=1, where lg(1+x)=log_2(1+x) (Rockett and Szüsz 1992, pp. 151-152; Knuth 1998, p. 341; Havil 2003, p. 157). Histograms of fracxi_n are illustrated above for 5000 terms of pi, the Euler-Mascheroni constant gamma, Catalan's constant K, and the natural logarithm of 2 ln2.

However, Gauss was unable to describe the behavior of the correction term in

 F_n(x)=lg(1+x)+epsilon_n.
(6)

Kuz'min (1928) published the first analysis of the asymptotic behavior of F_n(x), obtaining

 F_n(x)=lg(1+x)+O(q^(sqrt(n)))
(7)

with 0<q<1. Using a different method, Lévy (1929) obtained

 F_n(x)=lg(1+x)+O(q^n)
(8)

with q=0.7. Wirsing (1974) subsequently showed, among other results, that

 lim_(n->infty)(F_n(x)-lg(1+x))/((-lambda)^n)=Psi(x),
(9)

where lambda is a constant known as the Gauss-Kuzmin-Wirsing constant and Psi(x) is an analytic function with Psi(0)=Psi(1)=0.

GaussKuzminDistribution

It follows from Gauss's result that

lim_(n->infty)P(a_n=k)=-lg[1-1/((k+1)^2)]
(10)
=lg[1+1/(k(k+2))]
(11)

for positive integer k (Bailey et al. 1997; Havil 2003, p. 158). The name "Kuzmin" is sometimes also written as "Kuz'min." The plot above shows the distribution of the first 500 terms in the continued fractions of pi, sin1, the Euler-Mascheroni constant gamma, and the Copeland-Erdős constant C. The distribution is properly normalized, since

 -sum_(k=1)^inftylg[1-1/((k+1)^2)]=1.
(12)

See also

Continued Fraction, Gauss-Kuzmin-Wirsing Constant

Explore with Wolfram|Alpha

References

Babenko, K. I. "On a Problem of Gauss." Soviet Math. Dokl. 19, 136-140, 1978.Bailey, D. H.; Borwein, J. M.; and Crandall, R. E. "On the Khintchine Constant." Math. Comput. 66, 417-431, 1997.Daudé, H.; Flajolet, P.; and Vallée, B. "An Average-Case Analysis of the Gaussian Algorithm for Lattice Reduction." Combin. Probab. Comput. 6, 397-433, 1997.Durner, A. "On a Theorem of Gauss-Kuzmin-Lévy." Arch. Math. 58, 251-256, 1992.Finch, S. R. "Gauss-Kuzmin-Wirsing Constant." §2.17 in Mathematical Constants. Cambridge, England: Cambridge University Press, pp. 151-156, 2003.Havil, J. Gamma: Exploring Euler's Constant. Princeton, NJ: Princeton University Press, pp. 155-159, 2003.Khinchin, A. Ya. "Gauss's Problem and Kuz'min's Theorem." §15 in Continued Fractions. New York: Dover, pp. 71-86, 1997.Knuth, D. E. The Art of Computer Programming, Vol. 2: Seminumerical Algorithms, 3rd ed. Reading, MA: Addison-Wesley, 1998.Kuz'min, R. O. "A Problem of Gauss." Dokl. Akad. Nauk, Ser. A, 375-380, 1928.Kuz'min, R. O. "Sur un problème de Gauss." Anni Congr. Intern. Bologne 6, 83-89, 1928.Lévy, P. "Sur les lois de probabilité dont dependent les quotients complets et incomplets d'une fraction continue." Bull. Soc. Math. France 57, 178-194, 1929.Rockett, A. M. and Szüsz, P. "The Gauss-Kuzmin Theorem." §5.5 in Continued Fractions. New York: World Scientific, pp. 151-155, 1992.Wirsing, E. "On the Theorem of Gauss-Kusmin-Lévy and a Frobenius-Type Theorem for Function Spaces." Acta Arith. 24, 507-528, 1974.

Referenced on Wolfram|Alpha

Gauss-Kuzmin Distribution

Cite this as:

Weisstein, Eric W. "Gauss-Kuzmin Distribution." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/Gauss-KuzminDistribution.html

Subject classifications