A Normal Sequence Compressed by PPM^* but not by Lempel-Ziv 78

09/10/2020
by   Liam Jordon, et al.
0

In this paper we compare the difference in performance of two of the Prediction by Partial Matching (PPM) family of compressors (PPM^* and the original Bounded PPM algorithm) and the Lempel-Ziv 78 (LZ) algorithm. We construct an infinite binary sequence whose worst-case compression ratio for PPM^* is 0, while Bounded PPM's and LZ's best-case compression ratios are at least 1/2 and 1 respectively. This sequence is an enumeration of all binary strings in order of length, i.e. all strings of length 1 followed by all strings of length 2 and so on. It is therefore normal, and is built using repetitions of de Bruijn strings of increasing order

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