Skip to main content

On the Maximum Coefficients of Rational Formal Series in Commuting Variables

  • Conference paper
Developments in Language Theory (DLT 2004)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 3340))

Included in the following conference series:

  • 489 Accesses

Abstract

We study the maximum function of any ℝ + -rational formal series S in two commuting variables, which assigns to every integer n ∈ ℕ, the maximum coefficient of the monomials of degree n. We show that if S is a power of any primitive rational formal series, then its maximum function is of the order Θ(n k / 2 λ n) for some integer k ≥ –1 and some positive real λ. Our analysis is related to the study of limit distributions in pattern statistics. In particular, we prove a general criterion for establishing Gaussian local limit laws for sequences of discrete positive random variables.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Bender, E.A.: Central and local limit theorems applied to asymptotic enumeration. Journal of Combinatorial Theory 15, 91–111 (1973)

    Article  MATH  MathSciNet  Google Scholar 

  2. Berstel, J., Reutenauer, C.: Rational series and their languages. Springer-Verlag, Heidelberg (1988)

    MATH  Google Scholar 

  3. Bertoni, A., Choffrut, C., Goldwurm, M., Lonati, V.: On the number of occurrences of a symbol in words of regular languages. Theoretical Computer Science 302(1-3), 431–456 (2003)

    Article  MATH  MathSciNet  Google Scholar 

  4. Bertoni, A., Choffrut, C., Goldwurm, M., Lonati, V.: Local limit distributions in pattern statistics: beyond the Markovian models. In: Diekert, V., Habib, M. (eds.) STACS 2004. LNCS, vol. 2996, pp. 117–128. Springer, Heidelberg (2004)

    Chapter  Google Scholar 

  5. de Falco, D., Goldwurm, M., Lonati, V.: Frequency of symbol occurrences in bicomponent stochastic models. Rapporto Interno n. 299-04, D.S.I. Università degli Studi di Milano, in Theoretical Computer Science (April 2004) ( to appear); Ésik, Z., Fülöp, Z. (eds.): DLT 2003. LNCS, vol. 2710. Springer, Heidelberg (2003)

    MATH  Google Scholar 

  6. Diekert, V., Rozenberg, G. (eds.): The book of traces. World Scientific, Singapore (1995)

    Google Scholar 

  7. Flajolet, P., Sedgewick, R.: The average case analysis of algorithms: multivariate asymptotics and limit distributions. In: Rapport de recherche n. 3162, INRIA Rocquencourt (May 1997)

    Google Scholar 

  8. Goldwurm, M., Lonati, V.: Pattern occurrences in multicomponent models. Manuscript (submitted for pubblication) (September 2004)

    Google Scholar 

  9. Gnedenko, B.V.: The theory of probability (translated by G. Yankovsky). Mir Publishers, Moscow (1976)

    Google Scholar 

  10. Henrici, P.: Elements of numerical analysis. John Wiley, Chichester (1964)

    MATH  Google Scholar 

  11. Hwang, H.K.: Théorèmes limites pour les structures combinatoires et les fonctions arithmétiques. Ph.D. Dissertation, École polytechnique, Palaiseau, France (1994)

    Google Scholar 

  12. Kuich, W.: Finite automata and ambiguity. Technical Report n.253, I.I.G. University of Graz (1988)

    Google Scholar 

  13. Nicodeme, P., Salvy, B., Flajolet, P.: Motif statistics. Theoretical Computer Science 287(2), 593–617 (2002)

    Article  MATH  MathSciNet  Google Scholar 

  14. Reutenauer, C.: Propriétés arithmétiques et topologiques de séries rationnelles en variables non commutatives, These Sc. Maths, Doctorat troisieme cycle, Université Paris VI (1977)

    Google Scholar 

  15. Sakarovitch, J.: Eléments de théorie des automates, Vuibert Informatique (2003)

    Google Scholar 

  16. Salomaa, A., Soittola, M.: Automata-Theoretic Aspects of Formal Power Series. Springer-Verlag, Heidelberg (1978)

    MATH  Google Scholar 

  17. Schützenberger, M.-P.: Finite counting automata. Information and Control 5, 91–107 (1962)

    Article  MathSciNet  Google Scholar 

  18. Seneta, E.: Non-negative matrices and Markov chains. Springer–Verlag, Heidelberg (1981)

    MATH  Google Scholar 

  19. Simon, I.: The nondeterministic complexity of a finite automaton. In: Lothaire, M. (ed.) Mots, Paris. Lecture Notes in Mathematics, Hermes, pp. 384–400 (1990)

    Google Scholar 

  20. Weber, A., Seidl, H.: On the degree of ambiguity of finite automata. Theoretical Computer Science 88, 325–349 (1991)

    Article  MATH  MathSciNet  Google Scholar 

  21. Wich, K.: Exponential ambiguity of context-free grammars. In: Rozenberg, G., Thomas, W. (eds.) Proceedings of the 4th DLT, pp. 125–138. World Scientific, Singapore (2000)

    Google Scholar 

  22. Wich, K.: Sublinear ambiguity. In: Nielsen, M., Rovan, B. (eds.) MFCS 2000. LNCS, vol. 1893, pp. 690–698. Springer, Heidelberg (2000)

    Chapter  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2004 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Choffrut, C., Goldwurm, M., Lonati, V. (2004). On the Maximum Coefficients of Rational Formal Series in Commuting Variables. In: Calude, C.S., Calude, E., Dinneen, M.J. (eds) Developments in Language Theory. DLT 2004. Lecture Notes in Computer Science, vol 3340. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-30550-7_10

Download citation

  • DOI: https://doi.org/10.1007/978-3-540-30550-7_10

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-24014-3

  • Online ISBN: 978-3-540-30550-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics