Large Alphabets and Incompressibility

Abstract

We briefly survey some concepts related to empirical entropy -- normal numbers, de Bruijn sequences and Markov processes -- and investigate how well it approximates Kolmogorov complexity. Our results suggest -order empirical entropy stops being a reasonable complexity metric for almost all strings of length m over alphabets of size n about when n surpasses m.

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