Pointwise information entropy for metric spaces

被引:9
|
作者
Galatolo, S
机构
[1] Univ Pisa, Dipartimento Matemat, I-56100 Pisa, Italy
[2] Univ Pisa, Ctr Interdisciplinare Studio Sistemi Complessi, I-56100 Pisa, Italy
关键词
D O I
10.1088/0951-7715/12/5/305
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We give a definition of information entropy for points in metric spaces. This entropy measures the amount of information needed to specify a point of a metric space. For the definition of entropy we need to introduce an additional structure on the metric space which will be called a computable structure. If information sources are considered as a metric space we prove that our entropy has the same value as Shannon's one for almost all points of the space. If general metric spaces are considered there is a relation between entropy and dimension.
引用
收藏
页码:1289 / 1298
页数:10
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