Randomness, Computability, and Density

We study effectively given positive reals (more specifically, computably enumerable reals) under a measure of relative randomness introduced by Solovay [32] and studied by Calude, Hertling, Khoussainov, and Wang [7], Calude [3], Slaman [28], and Coles, Downey, and LaForte [14], among others. This measure is called domination or Solovay reducibility, and is defined by saying that α dominates β if there are a constant c and a partial computable function ϕ such that for all positive rationals q < α we have ϕ(q) ↓ < β and β - ϕ(q) ≤ c(α - q). The intuition is that an approximating sequence for α generates one for β whose rate of convergence is not much slower than that of the original sequence. It is not hard to show that if α dominates β then the initial segment complexity of α is at least that of β. In this paper we are concerned with structural properties of the degree structure generated by Solovay reducibility. We answer a long-standing question in this area of investigation by establishing the density of the Solovay degrees. We also provide a new characterization of the random c.e. reals in terms of splittings in the Solovay degrees. Specifically, we show that the Solovay degrees of computably enumerable reals are dense, that any incomplete Solovay degree splits over any lesser degree, and that the join of any two incomplete Solovay degrees is incomplete, so that the complete Solovay degree does not split at all. The methodology is of some technical interest, since it includes a priority argument in which the injuries are themselves controlled by randomness considerations.

[1]  Cristian S. Calude,et al.  Degree-Theoretic Aspects of Computably Enumerable Reals , 1998 .

[2]  Gregory J. Chaitin,et al.  Algorithmic Information Theory , 1987, IBM J. Res. Dev..

[3]  Cristian S. Calude,et al.  Mathematics: Randomness everywhere , 1999, Nature.

[4]  R. Soare Recursively enumerable sets and degrees , 1987 .

[5]  Alistair H. Lachlan,et al.  Recursive real numbers , 1963, Journal of Symbolic Logic.

[6]  R. M. Solovay On Random R, E. Sets , 1977 .

[7]  Gregory J. Chaitin,et al.  A recent technical report , 1974, SIGA.

[8]  Cristian S. Calude Information and Randomness , 1994, Monographs in Theoretical Computer Science An EATCS Series.

[9]  Gregory J. Chaitin,et al.  Information, Randomness and Incompleteness - Papers on Algorithmic Information Theory; 2nd Edition , 1987, World Scientific Series in Computer Science.

[10]  Cristian S. Calude Information and Randomness: An Algorithmic Perspective , 1994 .

[11]  Rodney G. Downey,et al.  Presentations of computably enumerable reals , 2002, Theor. Comput. Sci..

[12]  Chun-Kuen Ho,et al.  Relatively Recursive Reals and Real Functions , 1994, Theor. Comput. Sci..

[13]  A. Kolmogorov Three approaches to the quantitative definition of information , 1968 .

[14]  Ker-I Ko,et al.  On the Continued Fraction Representation of Computable Real Numbers , 1986, Theor. Comput. Sci..

[15]  G. Chaitin Incompleteness theorems for random reals , 1987 .

[16]  Ming Li,et al.  An Introduction to Kolmogorov Complexity and Its Applications , 2019, Texts in Computer Science.

[17]  Cristian S. Calude,et al.  Chaitin Omega Numbers and Strong Reducibilities , 1997, J. Univers. Comput. Sci..

[18]  Klaus Weihrauch,et al.  Weakly Computable Real Numbers , 2000, J. Complex..

[19]  Cristian S. Calude A characterization of c.e. random reals , 2002, Theor. Comput. Sci..

[20]  Cristian S. Calude,et al.  Recursively enumerable reals and Chaitin Ω numbers , 2001, Theoretical Computer Science.

[21]  Antonín Kucera,et al.  Randomness and Recursive Enumerability , 2001, SIAM J. Comput..

[22]  H. G. Rice,et al.  Recursive real numbers , 1954 .

[23]  Sebastiano Vigna,et al.  Equality is a Jump , 1999, Theor. Comput. Sci..

[24]  Cristian S. Calude,et al.  Recursively Enumerable Reals and Chaitin Omega Numbers , 1998, STACS.

[25]  Claus-Peter Schnorr,et al.  Process complexity and effective random tests , 1973 .

[26]  Per Martin-Löf,et al.  The Definition of Random Sequences , 1966, Inf. Control..

[27]  Robert I. Soare,et al.  Cohesive sets and recursively enumerable Dedekind cuts , 1969 .

[28]  Ray J. Solomonoff,et al.  A Formal Theory of Inductive Inference. Part II , 1964, Inf. Control..