BENFORD'S LAW IN POWER-LIKE DYNAMICAL SYSTEMS
Abstract
A generalized shadowing lemma is used to study the generation of Benford sequences under non-autonomous iteration of power-like maps Tj : x ↦ αjxβj (1 - fj(x)), with αj, βj > 0 and fj ∈ C1, fj(0) = 0, near the fixed point at x = 0. Under mild regularity conditions almost all orbits close to the fixed point asymptotically exhibit Benford's logarithmic mantissa distribution with respect to all bases, provided that the family (Tj) is contracting on average, i.e. . The technique presented here also applies if the maps are chosen at random, in which case the contraction condition reads 𝔼 log β > 0. These results complement, unify and widely extend previous work. Also, they supplement recent empirical observations in experiments with and simulations of deterministic as well as stochastic dynamical systems.
References
-
J. Aaronson , M. Thaler and R. Zweimüller , Occupation times of sets of infinite measure for ergodic transformations ( 2002 ) . Google Scholar - Proc. Amer. Philos. Soc. 78, 551 (1938). Web of Science, Google Scholar
-
A. Berger , Chaos and Chance ( de Gruyter , 2001 ) . Crossref, Google Scholar - Disc. Cont. Dyn. Syst. 13, 219 (2005). Crossref, Web of Science, Google Scholar
- Trans. Amer. Math. Soc. 357, 197 (2005). Crossref, Web of Science, Google Scholar
-
A. Boyarski and P. Góra , Laws of Chaos. Invariant Measures and Dynamical Systems in One Dimension ( Birkhäuser , 1997 ) . Google Scholar - Fibonacci Quart. 8, 482 (1970). Google Scholar
- Michigan Math. J. 10, 311 (1963). Google Scholar
-
D. S. Dendrinos and M. Sonis , Chaos and Socio-Spatial Dynamics ( Springer , 1990 ) . Crossref, Google Scholar - Ann. Probab. 5, 72 (1979). Crossref, Web of Science, Google Scholar
- Phys. A 303, 387 (2001). Crossref, Web of Science, Google Scholar
- Statis. Sci. 10, 354 (1996). Crossref, Web of Science, Google Scholar
- Phys. A 306, 412 (2002). Crossref, Web of Science, Google Scholar
-
A. Katok and B. Hasselblatt , Introduction to the Modern Theory of Dynamical Systems ( Cambridge Univ. Press , 1995 ) . Crossref, Google Scholar -
L. Kuipers and H. Niederreiter , Uniform Distribution of Sequences ( Wiley , 1974 ) . Google Scholar - Amer. Statist. 50, 311 (1996). Crossref, Web of Science, Google Scholar
-
H.-W. Lorenz , Nonlinear Dynamical Economics and Chaotic Motion , 2nd edn. ( Springer , 1993 ) . Crossref, Google Scholar -
M. J. Nigrini , Digital Analysis Using Benford's Law: Tests and Statistics for Auditors , 2nd edn. ( Global Audit Publications , 2000 ) . Google Scholar -
K. Palmer , Shadowing in Dynamical Systems. Theory and Applications ( Kluwer , 2000 ) . Crossref, Google Scholar - Amer. Math. Mon. 102, 322 (1976). Web of Science, Google Scholar
- Phys. Rev. E 64, 1 (2001). Web of Science, Google Scholar
- J. Infor. Process. Cyber. 24, 443 (1998). Google Scholar
- Chaos 10, 331 (2000). Crossref, Web of Science, Google Scholar
-
P. Walters , An Introduction to Ergodic Theory ( Springer , 1981 ) . Google Scholar