Abstract
We define the notion of local size-measure in metric spaces and derive general properties of local size-measures. Special cases include the local Hausdorff dimension, the local entropy, and the local Kolmogorov complexity. For the case of finite-state and closed ω-languages we exhibit an algorithm for the approximate calculation of the local Hausdorff dimension using the fact that, in this case, the local Hausdorff dimension and the local entropy coincide.
Similar content being viewed by others
References
[Ba1] M. Barnsley:Fractals Everywhere. Academic Press, Boston, 1988.
[Bi1] P. Billingsley:Ergodic Theory and Information. Wiley & Sons, New York, 1965.
[Bi2] P. Billingsley:Probability and Measure. Wiley, New York, 1986 (2nd edition).
[Ca1] C. Calude:Information and Randomness. An Algorithmic Perspective. Springer-Verlag, Berlin, 1994, to appear.
[Cha1] G. J. Chaitin:Information, Randomness, & Incompleteness. Papers on Algorithmic Information Theory. World Scientific, Singapore, 1987.
[Ch1] N. Chomsky, G. A. Miller: Finite-State Languages.Information and Control 1 (1958), 91–112.
[Cr1] E. Creutzburg, L. Staiger: Zur Erkennung regelmäßiger Gesetzmäßigkeiten. In:Strukturerkennung diskreter kybernetischer Systeme. Seminarbericht 82, Sektion Mathematik, Humboldt-Universität, Berlin, 1986. Part II, 342–383.
[Cu1] K. Culik, II, J. Kari: Image Compression Using Weighted Finite Automata.Computer and Graphics 17 (1993), 305–313.
[Fa1] K. J. Falconer:Fractal Geometry, John Wiley & Sons, Chichester, 1990.
[Ga1] L. Garnett: A Computer Algorithm for Determining the Hausdorff Dimension of Certain Fractals.Math. of Computation 51 (1988), 291–300.
[Ku1] W. Kuich: Entropy of Tranformed Finite-State Automata and Associated Languages. In:Graph Theory and Computing. Academic Press, New York, 1972, 77–86.
[Li1] M. Li, P. M. B. Vitanyi:An Introduction to Kolmogorov Complexity and Its Applications. Springer-Verlag, New York, 1993.
[Lin1] R. Lindner, L. Staiger:Algebraische Codierungstheorie-Theorie der sequentiellen Condierungen. Akademie-Verlag, Berlin, 1977.
[Ry1] B. Ya. Ryabko: Noiseless Coding of Combinatorial Sources, Hausdorff Dimension, and Kolmogorov Complexity.Problemy Peredachi Informatsii 22 (1986), 3, 16–26 (in Russian; English translation:Problems of Information Transmission 22 (1986), 3, 170–179).
[St1] L. Staiger: The Entropy of Finite-State ω-Languages.Problems of Control and Information Theory 14 (1985), 383–392.
[St2] L. Staiger: Research in the Theory of ω-Languages.J. Inf. Process. Cybern. EIK 23 (1987), 415–439.
[St3] L. Staiger: Quadtrees and the Hausdorff Dimension of Pictures. In:Geobild '89, Proceedings of the 4th Workshop on Geometrical Problems of Image Processing held in Georgenthal, March 13–17 1989, edited by A. Hübler, W. Nagel, B. D. Ripley, G. Werner,. Akademie-Verlag, Berlin, 1989, 173–178.
[St4] L. Staiger: Combinatorial Properties of the Hausdorff Dimension.J. Statistical Planning Inference,23 (1989), 95–100.
[St5] L. Staiger: Kolmogorov Complexity and Hausdorff Dimension.Information and Computation 103 (1993), 159–194.
[Th1] W. Thomas: Automata on Infinite Objects. In:Handbook of Theoretical Computer Science, B, edited by J. van Leeuwen. Elsevier, Amsterdam, 1990, 133–191.
[Tr1] B. A. Trakhtenbrot, Ya. M. Barzdin':Finite Automata: Behavior and Synthesis. Mir, Moscow, 1970 (in Russian; English translation: North-Holland, Amsterdam, 1973).
[Wo1] D. Wood:Theory of Computation. Harper & Row, New York, 1987.
Author information
Authors and Affiliations
Additional information
This work was supported by the Natural Science and Engineering Research Council of Canada, Grant OGP0000243.
Rights and permissions
About this article
Cite this article
Jürgensen, H., Staiger, L. Local Hausdorff dimension. Acta Informatica 32, 491–507 (1995). https://doi.org/10.1007/BF01213081
Received:
Issue Date:
DOI: https://doi.org/10.1007/BF01213081