Kolmogorov complexity and the asymptotic bound for error-correcting codes
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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
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1203.0653v2.pdf
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- Eprint ID
- 48774
- Resolver ID
- CaltechAUTHORS:20140821-111916358
Related works
- Describes
- http://arxiv.org/abs/1203.0653 (URL)
Dates
- Created
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2014-08-21Created from EPrint's datestamp field
- Updated
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2023-06-02Created from EPrint's last_modified field
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- Mathematics Department
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- MathSciNet Review
- Other Numbering System Identifier
- MR3229051