Published May 2014 | Version Published + Submitted
Journal Article Open

Kolmogorov complexity and the asymptotic bound for error-correcting codes

Abstract

The set of all error-correcting block codes over a fixed alphabet with q letters determines a recursively enumerable set of rational points in the unit square with coordinates (R,δ):= (relative transmission rate, relative minimal distance). Limit points of this set form a closed subset, defined by R≤αq(δ), where αq(δ) is a continuous decreasing function called the asymptotic bound. Its existence was proved by the first-named author in 1981, but no approaches to the computation of this function are known, and in it was even suggested that this function might be uncomputable in the sense of constructive analysis. In this note we show that the asymptotic bound becomes computable with the assistance of an oracle producing codes in the order of their growing Kolmogorov complexity. Moreover, a natural partition function involving complexity allows us to interpret the asymptotic bound as a curve dividing two different thermodynamic phases of codes.

Additional Information

© 2014 International Press of Boston, Inc. Received 12/10/2012. First available: 9 July 2014.

Attached Files

Published - euclid.jdg.1404912104.pdf

Submitted - 1203.0653v2.pdf

Files

1203.0653v2.pdf

Files (363.5 kB)

Name Size
md5:28dacdfde8417a8327a1e0cbfe2dae9b
181.8 kB Preview Download
md5:be14f558834ca4b8def2981c39c23803
181.7 kB Preview Download

Additional details

Identifiers

Eprint ID
48774
Resolver ID
CaltechAUTHORS:20140821-111916358

Related works

Dates

Created
2014-08-21
Created from EPrint's datestamp field
Updated
2023-06-02
Created from EPrint's last_modified field

Caltech Custom Metadata

Caltech groups
Mathematics Department
Other Numbering System Name
MathSciNet Review
Other Numbering System Identifier
MR3229051