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2013/10/29

metric spaces

In an arbitrary set, we are able to set some relations between the elements.

The order relationship in real number system is one of them.

[31] For each pair of real numbers a and b, exactly one of the following is true:
       a=ba<b,  or  b<a
[32] If a<b and b<c, then a<c
[33] If a<b, then a+c<b+c
[34] If a<b, then ac<bc, whenever 0<c

Now we will introduce a new relation. For any elements a, b in an arbitrary set A, there is a function d(x,y)\in \mathbb{R} which satisfies following conditions.

(1)d(a,b)\geq 0, \quad (d(a,b)=0 \quad \mbox{if and only if}  a=b)
(2)d(a,b)=d(b,a)
(3)d(a,b)+d(b,c)\geq d(a,c), \quad (\mbox{for any}   c\in A)

Then, we call the set A a metric space. (3) is the triangle inequality. The function d is namely a distance function. The metric space is a set which has a quantifiable distance between elements.

For example, d(a,b)=|b-a|, (a,b\in\mathbb{R}) is a distance function. Therefore, \mathbb{R} becomes a metric space. Please note that there are various kinds of sets, and every set may adopt multiple distance functions to determine the corresponding distance.



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