DocumentCode
3243175
Title
Logical operations and Kolmogorov complexity. II
Author
Muchnik, Andrei A. ; Vereshchagin, Nikolai K.
Author_Institution
Inst. of New Technol., Moscow, Russia
fYear
2001
fDate
2001
Firstpage
256
Lastpage
265
Abstract
For Part I, see Theoretical Computer Science (to be published). Investigates the Kolmogorov complexity of the problem (a→c)∧(b→d), defined as the minimum length of a program that, given a, outputs c and, given b, outputs d. We prove that, unlike all known problems of this kind, its complexity is not expressible in terms of the Kolmogorov complexity of a, b, c and d, their pairs, triples, etc. This solves the problem posed in Part I. We then consider the following theorem: there are two strings, whose mutual information is large but which have no common information in a strong sense. This theorem was proven by A. Muchnik et al. (1999) via a non-constructive argument. We present a constructive proof, thus solving a problem posed by Muchnik et al. We give also an interpretation of both results in terms of Shannon entropy
Keywords
computational complexity; entropy; formal logic; minimisation; Kolmogorov complexity; Shannon entropy; common information; constructive proof; logical operations; minimum program length; mutual information; strings; Entropy; Logic; Mutual information; Upper bound;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Complexity, 16th Annual IEEE Conference on, 2001.
Conference_Location
Chicago, IL
Print_ISBN
0-7695-1053-1
Type
conf
DOI
10.1109/CCC.2001.933892
Filename
933892
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