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Hausdorff metric
Let be a metric space, and let be the family of all closed and bounded subsets of . Given , we will denote by the neighborhood of of radius , i.e. the set .
The upper Hausdorff hemimetric is defined by
Analogously, the lower Hausdorff hemimetric is
Finally, the Hausdorff metric is given by
for .
The following properties follow straight from the definitions:
1. ;
2. if and only if ;
3. if and only if ;
4. , and similarly for .
From this it is clear that is a metric: the triangle inequality follows from that of and ; symmetry follows from ; and iff both and are zero iff and iff .
Hausdorff metric inherits completeness; i.e. if is complete, then so is . Also, if is totally bounded, then so is .
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