A Novel Representation for Permutations
In this paper, we present a variable-length binary code for permutations of degree n , where n is a power of 2. The Lehmer code and its variants provide a bijection between permutations and the indexes in lexicographic ordering. They provide compression of permutations approaching Shannon bound at t...
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Veröffentlicht in: | IEEE transactions on information theory 2021-03, Vol.67 (3), p.1920 |
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Sprache: | eng |
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Zusammenfassung: | In this paper, we present a variable-length binary code for permutations of degree n , where n is a power of 2. The Lehmer code and its variants provide a bijection between permutations and the indexes in lexicographic ordering. They provide compression of permutations approaching Shannon bound at the expense of structural information. The variable-length code proposed in this paper has asymptotically optimal compression capability while preserving structural information of permutations. In other words, the code encodes the way a permutation is organized, and is optimal in the sense that the ratio of average codeword length and the entropy of permutations approaches 1 as n tends to infinity. The encoding and decoding are efficient. Like the Lehmer code and other enumerative codes, it is not necessary to construct look-up tables. The code is complete and satisfies the prefix condition. Furthermore, the codeword length indicates how “well shuffled” a permutation is. Permutations with longer codewords seem more “random.” An enumeration method of the variable-length code is also given by using T. Cover’s enumerative coding scheme and Schalkwijk code. This gives a different indexing from the Lehmer code. This work can be extended to the case of arbitrary [Formula Omitted] in a straightforward way. |
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ISSN: | 0018-9448 1557-9654 |
DOI: | 10.1109/TIT.2020.3048905 |