Article ID Journal Published Year Pages File Type
422005 Electronic Notes in Theoretical Computer Science 2008 11 Pages PDF
Abstract

In this paper we discuss three notions of partial randomness or ε-randomness. ε-randomness should display all features of randomness in a scaled down manner. However, as Reimann and Stephan [J. Reimann, and F. Stephan, On hierarchies of randomness tests, in: Mathematical Logic in Asia, Proceedings of the 9th Asian Logic Conference, Novosibirsk, World Scientific, Singapore 2006] proved, Tadaki [K. Tadaki, A generalization of Chaitin's halting probability Ω and halting self-similar sets, Hokkaido Math. J. 31 (2002), 219–253] and Calude et al. [C.S. Calude, L. Staiger, and S.A. Terwijn. On partial randomness, Annals of Applied and Pure Logic, 138 (2006), 20–30] proposed at least three different concepts of partial randomness.We show that all of them satisfy the natural requirement that any ε-non-null set contains an ε-random infinite word. This allows us to focus our investigations on the strongest one which is based on a priori complexity.We investigate this concept of partial randomness and show that it allows—similar to the random infinite words—oscillation-free (w.r.t. to a priori complexity) ε-random infinite words if only ε is a computable number. The proof uses the dilution principle.Alternatively, for certain sets of infinite words (ω-languages) we show that their most complex infinite words are oscillation-free ε-random. Here the parameter ε is also computable and depends on the set chosen.

Related Topics
Physical Sciences and Engineering Computer Science Computational Theory and Mathematics