2. Metric Geometry. Basic Notions
A metric space is a pair , where X is a set, is a metric on X, that is, a mapping satisfying the conditions:
;
;
.
If satisfies the condition then this is ultrametric, the space is ultrametric (or non-Archimedean).
Important examples for the future are the following.
– Archimedean space;
– non-Archimedean space;
– simplex.
We define two operations on metric spaces: direct product and dilation.
Direct product
of the metric spaces
X and
Y is the Cartesian product of
with the metric given by the expression
Let
be a positive real number. The space
obtained from the space
by dilation the metric has the form:
Let be a metric space and be a set of compact subsets of X. We define the metric (Hausdorff metric) on H.
Let
,
where
.
is a metric space, and it is true that is compact if and only if X is compact.
By means of
, we denote the set of isometric classes of compact metric spaces. We introduce the metric on the set
as follows [
5,
6].
The realization of the pair
of compact metric spaces is called the triple
, where
Z is a metric space,
,
are isometric to
, respectively, and
.
is a complete separable metric space.
3. Calculation of Distances
The following Theorems are valid.
Theorem 2.
Let X be a connected compact metric space, . Then we have:
Theorem 3.
Let k be a positive integer such that the inequalities are satisfied. Then equality is valid:
A subset of of the direct product of the sets X and Y is called a correspondence if the projections of this subset onto the components of the product are surjective: .
The distortion
of a corresponence
is the following number:
.
The following statement [
6] is true:
This statement provides a convenient way to calculate distances in the Gromov-Hausdorff space. Here are some simple examples.
Example 1.
Let , then
Example 2.
Using the triangle inequality
we get:
Example 3. Let be surjective. Then the graph is a correspondence.
There are two important points:
Proof of Theorem 1. Let be an arbitrary closed correspondence. Let’s consider as a disjoint union of p balls of radius , . The family of subsets of the form forms a covering of the segment by closed subsets. Since is connected, at least two sets of our coverage have a common point. The projections on of the preimages of this common point lie in different balls and . Therefore, the distance in between the projections of the preimages is equal to one. Thus, . Since this is true for any correspondence, choosing the optimal one yields . On the other hand, .
Since we used only the connectivity of the space , the same proof works in the case of Theorem 2.
Proof of Theorem 3.
Let N be a positive integer. Let’s consider as a disjoint union of balls of radius . We will choose one point in each ball of the constructed partition. The set obtained in this way, consisting of points, is provided with the metric , induced by the metric on . As a result, we get the metric space . It is useful to note that the space is nothing but a simplex of . Note that the Hausdorff distance between and is equal to . This immediately implies the validity of the evaluation of (it suffices to consider the realization of the pair of the form ).
The following simple Lemma follows from the triangle inequality.
Lemma 1.
For any metric compact X, the inequality holds:
Let be the minimum spanning tree of a finite metric space . By means of , we denote the mst-spectrum of the space , that is, the sequence of edge lengths of the minimum spanning tree in decreasing order. The following Lemma is valid.
Let’s decompose into a disjoint union of p balls of radius : . In each of the partition balls, we will choose one element from the set . The pairwise distances between the various elements of this set are equal to one, that is, it is a simplex . It follows directly from this that has exactly edge of length 1. Now each of the balls of our partition let’s decompose into disjoint union of p balls of radius (in total, we get balls of radius ) and let’s do a similar reasoning for each of these balls. Continuing these arguments N times, we obtain the statement of the Lemma.
To further prove of Theorem 3, we first prove the estimate from below:
From the triangle inequality for the spaces
we obtain:
Next, we will use the results of [
7] (Theorem 3.3). The above theorem states, in particular, the following:
where
X is a finite ultrametric space consisting of
n points, and
.
Let’s choose a positive integer
N,
. Then the equality
is valid, because
. In addition, the following equality is true
because in this case
and
. Taking into account the last equalities for sufficiently large
N, we obtain the required estimate from below.
To obtain an estimate from above, we construct the correspondence explicitly and calculate its distortion.
Let’s represent the number
q as the sum of positive integers of the following form:
Note that in this representation, at least one of the terms is not equal to 1 (since ).
Let’s decompose
into a disjoint union of
balls of radius
:
Let’s represent
as a disjoint union of balls of radius
in accordance with the above decomposition of the number
q:
Since any compact totally disconnected spaces are homeomorphic, there exists a homeomorphism
such that for all
the conditions
are fulfilled.
As the desired correspondence, let’s take the graph of the map .
We’ll show that the distortion of this correspondence is .
Let , then the inequality is fulfilled by the definition of the map . Indeed, the inequality means that x and lie inside a ball of radius , and the image of each such ball lies inside a ball of radius in . Therefore, for all such x and , the inequality holds.
Now let x and lie in different balls of radius in (in this case, ). There are two possible cases here. The first is when x and lie in different groups of balls, and the second is when they lie in the same group of balls.
In the first case, we have
, since
and
lie in different balls of radius
in
. Therefore, the inequality
holds.
In the second case, , since and lie in the same ball of radius in .
Now we will impose an additional condition on the map . As noted earlier, in our partition of a set consisting of q balls of radius in into groups of balls, there are groups (at least one) consisting of balls such that the inequalities are satisfied. The image of each such group under the map , is a ball of radius in (each group has its own). Let’s decompose this ball into a disjoint union of p balls of radius , and divide this set into groups (recall that ). We will construct the map in such a way that each of the balls is mapped into its own group. In this case, if x and lie in different balls from the group of balls, then their images lie in different balls of radius inside a ball of radius and, thus, .
Thus, we have obtained the following properties of the map
:
and in the case of
:
or
It follows directly from the last formulas that the graph of the constructed map has a distortion equal to . Therefore, the inequality is valid . The theorem has been proved.