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单词 Information Dimension
释义

Information Dimension

Define the ``information function'' to be

(1)

where is the Natural Measure, or probability that element is populated, normalized such that
(2)

The information dimension is then defined by
 
 (3)

If every element is equally likely to be visited, then is independent of , and
(4)

so
(5)

and
 
 (6)

where is the Capacity Dimension.

See also Correlation Exponent


References

Farmer, J. D. ``Chaotic Attractors of an Infinite-dimensional Dynamical System.'' Physica D 4, 366-393, 1982.

Nayfeh, A. H. and Balachandran, B. Applied Nonlinear Dynamics: Analytical, Computational, and Experimental Methods. New York: Wiley, pp. 545-547, 1995.


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