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Track B: Automata, Logic, Semantics, and Theory of Programming

DOI: 10.4230/LIPIcs.ICALP.2025.143

Density of Rational Languages Under Shift Invariant Measures

Authors: Valérie Berthé, Herman Goulet-Ouellet, and Dominique Perrin

Published in: LIPIcs, Volume 334, 52nd International Colloquium on Automata, Languages, and Programming (ICALP 2025)

Abstract

We study density of rational languages under shift invariant probability measures on spaces of two-sided infinite words, which generalizes the classical notion of density studied in formal languages and automata theory. The density for a language is defined as the limit in average (if it exists) of the probability that a word of a given length belongs to the language. We establish the existence of densities for all rational languages under all shift invariant measures. We also give explicit formulas under certain conditions, in particular when the language is aperiodic. Our approach combines tools and ideas from semigroup theory and ergodic theory.

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Valérie Berthé, Herman Goulet-Ouellet, and Dominique Perrin. Density of Rational Languages Under Shift Invariant Measures. In 52nd International Colloquium on Automata, Languages, and Programming (ICALP 2025). Leibniz International Proceedings in Informatics (LIPIcs), Volume 334, pp. 143:1-143:20, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2025)

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@InProceedings{berthe_et_al:LIPIcs.ICALP.2025.143,
  author =	{Berth\'{e}, Val\'{e}rie and Goulet-Ouellet, Herman and Perrin, Dominique},
  title =	{{Density of Rational Languages Under Shift Invariant Measures}},
  booktitle =	{52nd International Colloquium on Automata, Languages, and Programming (ICALP 2025)},
  pages =	{143:1--143:20},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-372-0},
  ISSN =	{1868-8969},
  year =	{2025},
  volume =	{334},
  editor =	{Censor-Hillel, Keren and Grandoni, Fabrizio and Ouaknine, Jo\"{e}l and Puppis, Gabriele},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ICALP.2025.143},
  URN =		{urn:nbn:de:0030-drops-235203},
  doi =		{10.4230/LIPIcs.ICALP.2025.143},
  annote =	{Keywords: Automata theory, Symbolic dynamics, Semigroup theory, Ergodic theory}
}

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DOI: 10.4230/LIPIcs.FSTTCS.2020.54

The Degree of a Finite Set of Words

Authors: Dominique Perrin and Andrew Ryzhikov

Published in: LIPIcs, Volume 182, 40th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2020)

Abstract

We generalize the notions of the degree and composition from uniquely decipherable codes to arbitrary finite sets of words. We prove that if X = Y∘Z is a composition of finite sets of words with Y complete, then d(X) = d(Y) ⋅ d(Z), where d(T) is the degree of T. We also show that a finite set is synchronizing if and only if its degree equals one. This is done by considering, for an arbitrary finite set X of words, the transition monoid of an automaton recognizing X^* with multiplicities. We prove a number of results for such monoids, which generalize corresponding results for unambiguous monoids of relations.

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Dominique Perrin and Andrew Ryzhikov. The Degree of a Finite Set of Words. In 40th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2020). Leibniz International Proceedings in Informatics (LIPIcs), Volume 182, pp. 54:1-54:16, Schloss Dagstuhl – Leibniz-Zentrum für Informatik (2020)

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@InProceedings{perrin_et_al:LIPIcs.FSTTCS.2020.54,
  author =	{Perrin, Dominique and Ryzhikov, Andrew},
  title =	{{The Degree of a Finite Set of Words}},
  booktitle =	{40th IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science (FSTTCS 2020)},
  pages =	{54:1--54:16},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-174-0},
  ISSN =	{1868-8969},
  year =	{2020},
  volume =	{182},
  editor =	{Saxena, Nitin and Simon, Sunil},
  publisher =	{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.FSTTCS.2020.54},
  URN =		{urn:nbn:de:0030-drops-132952},
  doi =		{10.4230/LIPIcs.FSTTCS.2020.54},
  annote =	{Keywords: synchronizing set, degree of a set, group of a set, monoid of relations}
}

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Documents authored by Perrin, Dominique

Density of Rational Languages Under Shift Invariant Measures

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The Degree of a Finite Set of Words

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