Title
Enumerations of the Kolmogorov Function
Abstract
A recursive enumerator for a function h is an algorithm f which enumerates for an input X finitely many elements including h(x). f is a k (n)-enumerator if for every input x of length n. h(x) is among the first k(n) elements enumerated by f. If there is a k(n)-enumerator for h then h is called k(n)-enumerable. We also consider enumerators which are only A-recursive for some oracle A. We determine exactly how hard it is to enumerate the Kolmogorov function. which assigns to each string x its Kohnogorov complexity: For every underlying universal machine U. there is a constant a such that C is k(n)-enumerable only if k (it) >= n/a for almost all n. For any given constant k. the Kolmogorov function is k-enumerable relative to an oracle A if and only if A is at least as hard as the halting problem. There exists an r.e.. Turing-incomplete set A such for every non-decreasing and unbounded recursive function k. the Kolmogorov function is k(n)-enumerable relative to A. The last result is obtained by using a relativizable construction for a nonrecursive set A relative to which the prefix-free Kolmogorov complexity differs only by a constant from the unrelativized prefix-free Kolmogorov complexity. Although every 2-enumerator for C is Turing hard for K. we show that reductions must depend on the specific choice of the 2-enumerator and there is no bound on the quantity of their queries. We show our negative results even for strong 2-enumerators as an oracle where the querying machine for any x gets directly an explicit list of all hypotheses of the enumerator for this input. The limitations at e very general and we show them for any recursively bounded function g: For every Turing reduction M and every non-recursive set B. there is a strong 2-enumerator f for g such that V does not Turing reduce B to f. For every non-recursive set B. there is a strong 2-enumerator f for g such that B is not wtt-reducible to f. Furthermore. we deal with the resource-bounded case and give characterizations for the class S' introduced 2 by Canetti and independently Russell and Sundaram and the classes PSPACE. EXP.
Year
DOI
Venue
2006
10.2178/jsl/1146620156
JOURNAL OF SYMBOLIC LOGIC
DocType
Volume
Issue
Journal
71
2
ISSN
Citations 
PageRank 
0022-4812
6
0.81
References 
Authors
17
9
Name
Order
Citations
PageRank
Richard Beigel124728.41
Harry Buhrman21607117.99
Peter A. Fejer3346.80
Lance Fortnow42788352.32
Piotr Grabowski5435.61
Luc Longpré624530.26
Andrei A. Muchnik7709.33
Frank Stephan831328.88
Leen Torenvliet929041.73