Volume and Entropy of Regular Timed Languages: Analytic Approach

  • Authors:
  • Eugene Asarin;Aldric Degorre

  • Affiliations:
  • LIAFA, Université Paris Diderot / CNRS, case 7014, Paris Cedex 13, France 75205;VERIMAG, Centre Equation, Gières, France 38610

  • Venue:
  • FORMATS '09 Proceedings of the 7th International Conference on Formal Modeling and Analysis of Timed Systems
  • Year:
  • 2009

Quantified Score

Hi-index 0.00

Visualization

Abstract

We have recently defined size measures for timed languages: volume for languages with words having a fixed finite number of events, and entropy (growth rate) as asymptotic measure for an unbounded number of events. These measures can be used for quantitative comparison of languages, and the entropy can be viewed as the information contents of a timed language. For languages accepted by deterministic timed automata, using methods of functional analysis, we characterize the entropy as the logarithm of the leading eigenvalue (spectral radius) of a positive integral operator. We devise two procedures to compute the entropy: a symbolic one for so-called "$1\, \frac{1}{2}$-clock" automata, using differential equations; and a numerical one based on iterations of an integral operator.