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Date: 28-8-2021
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Date: 24-9-2021
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(1) |
where
(2) |
is the box size, and is the natural measure.
The capacity dimension (a.k.a. box-counting dimension) is given by ,
(3) |
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(4) |
If all s are equal, then the capacity dimension is obtained for any .
The information dimension corresponds to and is given by
(5) |
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(6) |
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(7) |
But for the numerator,
(8) |
and for the denominator, , so use l'Hospital's rule to obtain
(9) |
Therefore,
(10) |
(Ott 1993, p. 79).
is called the correlation dimension.
If , then
(11) |
(Ott 1993, p. 79).
REFERENCES:
Grassberger, P. "Generalized Dimensions of Strange Attractors." Phys. Lett. A 97, 227, 1983.
Hentschel, H. G. E. and Procaccia, I. "The Infinite Number of Generalized Dimensions of Fractals and Strange Attractors." Physica D 8, 435, 1983.
Ott, E. "Measure and the Spectrum of Dimensions." §3.3 in Chaos in Dynamical Systems. New York: Cambridge University Press, pp. 78-81, 1993.
Rényi, A. Probability Theory. Amsterdam, Netherlands: North-Holland, 1970.
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