Abstract
The Grassberger–Hentschel–Procaccia correlation dimension has been put on a rigorous basis by Pesin and Tempelman. We simplify their proof that this dimension is given in terms of the measure of neighborhoods of the diagonal.
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REFERENCES
Ya. Pesin, On rigorous mathematical definitions of correlation dimension and generalized spectrum for dimensions. J. Stat. Phys. 71:529-547 (1993).
Ya. Pesin and A. Tempelman, Correlation dimension of measures invariant under group actions, Random & Computational Dynamics 3:137-156 (1995).
I. Procaccia, P. Grassberger, and V. G. E. Hentschel, On the characterization of chaotic motions, in Lecture notes in Physics, no. 179 (Springer, Berlin, 1983), pp. 212-221.
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Manning, A., Simon, K. A Short Existence Proof for Correlation Dimension. Journal of Statistical Physics 90, 1047–1049 (1998). https://doi.org/10.1023/A:1023253709865
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DOI: https://doi.org/10.1023/A:1023253709865