A Mathematical Theory of Communication by C. E. Shannon - HTML preview

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apart from a set of measure

are within the distance of at least one of those chosen. Thus we are covering

the space to within

apart from a set of small measure . We define the dimension rate

for the ensemble

by the triple limit

log N

T

Lim Lim Lim

;

;

=

:

0

0 T

T log

!

!

!

This is a generalization of the measure type definitions of dimension in topology, and agrees with the intu-

itive dimension rate for simple ensembles where the desired result is obvious.

55

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