Title
On the rate of decrease in logical depth.
Abstract
The logical depth with significance b of a string x is the shortest running time of a program for x that can be compressed by at most b bits. Another definition is based on algorithmic probability. We give a simple new proof for the known relation between the two definitions. We also prove the following: Given a string we can consider the maximal decrease in logical depth when the significance parameter increases by 1. There exists a sequence of strings of lengths n=1,2,…, such that this maximal decrease as a function of n rises faster than any computable function but not as fast as the Busy Beaver function. This holds also for the computation times of the shortest programs of these strings.
Year
DOI
Venue
2017
10.1016/j.tcs.2017.08.012
Theoretical Computer Science
Keywords
Field
DocType
Logical depth,Kolmogorov complexity,Compression
Algorithmic probability,Discrete mathematics,Combinatorics,Busy beaver,Existential quantification,Kolmogorov complexity,Logical depth,Mathematics,Computable function,Computation
Journal
Volume
ISSN
Citations 
702
0304-3975
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Luis Filipe Coelho Antunes1268.42
Andre Souto2299.29
Paul Vitányi32130287.76