Pseudometric space

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In mathematics, a pseudometric space is a generalized metric space in which the distance between two distinct points can be zero. In the same way as every normed space is a metric space, every seminormed space is a pseudometric space. Because of this analogy the term semimetric space (which has a different meaning in topology) is sometimes used as a synonym, especially in functional analysis.

When a topology is generated using a family of pseudometrics, the space is called a gauge space.

Definition

A pseudometric space (X,d) is a set X together with a non-negative real-valued function d: X times X longrightarrow mathbb{R} (called a pseudometric) such that, for every x,y,z in X,

  1. ,!d(x,x) = 0.
  2. ,!d(x,y) = d(y,x) (symmetry)
  3. ,!d(x,z) leq d(x,y) + d(y,z) (subadditivity/triangle inequality)

Unlike a metric space, points in a pseudometric space need not be distinguishable; that is, one may have d(x,y)=0 for distinct values xne y.

Examples

Pseudometrics arise naturally in functional analysis. Consider the space mathcal{F}(X) of real-valued functions f:Xtomathbb{R} together with a special point x_0in X. This point then induces a pseudometric on the space of functions, given by

,!d(f,g) = |f(x_0)-g(x_0)|;

for f,gin mathcal{F}(X)

For vector spaces V, a seminorm p induces a pseudometric on V, as

,!d(x,y)=p(x-y).

Conversely, a homogeneous, translation invariant pseudometric induces a seminorm.

Topology

The pseudometric topology is the topology induced by the open balls

B_r(p)={ xin Xmid d(p,x)

which form a basis for the topology. A topological space is said to be a pseudometrizable topological space if the space can be given a pseudometric such that the pseudometric topology coincides with the given topology on the space.

The difference between pseudometrics and metrics is entirely topological. That is, a pseudometric is a metric if and only if the topology it generates is T0 (i.e. distinct points are topologically distinguishable).

Metric identification

The vanishing of the pseudometric induces an equivalence relation, called the metric identification, that converts the pseudometric space into a full-fledged metric space. This is done by defining xsim y if d(x,y)=0. Let X^*=X/sim and let

d^*([x],[y])=d(x,y)

Then d^* is a metric on X^* and (X^*,d^*) is a well-defined metric space.

The metric identification preserves the induced topologies. That is, a subset Asubset X is open (or closed) in (X,d) if and only if pi(A)=[A] is open (or closed) in (X^*,d^*).

Notes

References



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Last updated on Thursday July 10, 2008 at 12:37:05 PDT (GMT -0700)
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