A linearly computable measure of string complexity

We present a measure of string complexity, called I-complexity, computable in linear time and space. It counts the number of different substrings in a given string. The least complex strings are the runs of a single symbol, the most complex are the de Bruijn strings. Although the I-complexity of a s...

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Autores principales: Becher, V., Heiber, P.A.
Formato: Artículo publishedVersion
Publicado: 2012
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Acceso en línea:http://hdl.handle.net/20.500.12110/paper_03043975_v438_n_p62_Becher
https://repositoriouba.sisbi.uba.ar/gsdl/cgi-bin/library.cgi?a=d&c=artiaex&d=paper_03043975_v438_n_p62_Becher_oai
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Sumario:We present a measure of string complexity, called I-complexity, computable in linear time and space. It counts the number of different substrings in a given string. The least complex strings are the runs of a single symbol, the most complex are the de Bruijn strings. Although the I-complexity of a string is not the length of any minimal description of the string, it satisfies many basic properties of classical description complexity. In particular, the number of strings with I-complexity up to a given value is bounded, and most strings of each length have high I-complexity. © 2012 Elsevier B.V. All rights reserved.