7.2. Metrics, heights and entropy
In this section we will consider some metrics
arising from polytopes.
We will use the notation of Β§4 and Β§5. In particular, we consider a
split torus over the field of rational numbers and we denote
by the lattices and dual spaces corresponding to .
Let be a lattice polytope of dimension . Let
, , be affine
functions on defined as for some and such that on and let also .
Write and
.
We consider the function
defined, for , by
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When are clear from the context, we write for short
.
Lemma 7.21.
Let notation be as above.
- (1)
The function is concave.
- (2)
If the family generates ,
then is strictly concave.
- (3)
If , then the
restriction of to is of Legendre type
(Definition 3.51).
Proof.
Let and consider the affine map . We have that is a strictly concave
function on and . Hence, each function is
concave and so is , as stated in (1)
For statement (2), let be two different points
of . The assumption that generates
implies that
for some . Hence,
the affine map gives an injection of the segment
into . We deduce that
is strictly concave on
and so is . Varying , we
deduce that is strictly concave on .
For statement (3), it is clear that
is differentiable. Moreover, the assumption that is the intersection of the halfspaces
defined by the βs implies that the βs generate
and so is strictly concave.
The gradient of is given, for , by
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Let be a fixed norm on and a
sequence in converging to a point in the border. Then there exists some such . Thus, and the statement follows.
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Definition 7.23.
Let and be the fan and the support
function on induced by . Let be the associated polarized toric variety over and
write .
By Lemma 7.21(1), is a concave
function on . By Theorem 5.73, it corresponds
to some approachable toric metric on . We denote
this metric by .
We write for the line bundle equipped with the
metric at the Archimedean place of
and with the canonical metric at the non-Archimedean places. This is
an example of an adelic toric metric.
Example 7.24.
Following the notation in Example
3.53, consider the standard simplex and the
concave function on
. From examples 3.53 and 5.18(1), we deduce that the corresponding
metric is the Fubini-Study metric of .
In case is the intersection of the halfspaces defined by the βs,
Lemma 7.21(3) shows that of Legendre type
(Definition 3.51).
By Theorem 3.52 and equation (7.22), the gradient of
gives a homeomorphism between
and and, for ,
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This gives an explicit expression of the function
, and a fortiori of the
metric , in the coordinates of the
polytope.
Up to our knowledge, there is no simple expression for in
linear coordinates of , except for special cases like Fubini-Study.
Remark 7.26.
This kind of metrics are interesting when studying the KΓ€hler
geometry of toric varieties.
Given a Delzant polytope , Guillemin has
constructed a βcanonicalβ KΓ€hler structure on the associated
symplectic toric variety [Gui95].
The corresponding symplectic potential is the function
, for the case when is the number of facets of , for
all , and
is a primitive vector in and is an integer such that
, see [Gui95, Appendix 2, (3.9)].
In this case, the metric on the line
bundle is smooth
and positive and, as explained in Remark 5.74, its
Chern form gives this canonical KΓ€hler form.
We obtain the following formula for the height of
with respect to the adelic metrized line bundle
, in terms of the coefficients .
Proposition 7.27.
Let notation be as in Definition 7.23.
Then equals
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Suppose furthermore that is a simplex, and
that ,
, are affine functions such that .
Then
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where is the unique vertex of not contained in the
facet defined by .
Proof.
The first statement follows readily from Theorem 6.37 and
Proposition 7.3 applied to the functions
.
The second statement follows similarly from Proposition
7.15.
β
Example 7.29.
Let be the universal line bundle of . The Fubini-Study metric of
corresponds to the case of the standard simplex, ,
and and the
choice
for all .
Hence we recover from (7.28) the well known expression for the
height of with respect to the Fubini-Study metric in
[BGS94, Lemma 3.3.1]:
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Example 7.30.
In dimension , a polytope is an interval of the form
for some .
The corresponding roof function in (7.20) writes down,
for , as
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for affine function which take non negative
values on the and
The polarized toric variety corresponding to is
together with the ample divisor .
Write for the associate line bundle and for the adelic metrized line bundle corresponding to the function .
The Legendre-Fenchel dual to
is the function defined, for , by
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Therefore, the function
is the sup-convolution of these function, namely
For the height, a simple computation shows that
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In some cases, the height of a toric variety with respect to the
metrics constructed above
has an interpretation in terms of the average entropy of some
natural random processes.
Let be an arbitrary polytope containing .
For a point , we consider the partition of
which consists of the cones of vertex and base the
relative interior of each proper face of .
We consider as a probability space endowed with the
uniform probability distribution and the random variable which, for a
point , returns the base of the unique cone
it belongs to.
Clearly, the probability that a given face is
returned is the ratio of the volume of the
cone based on to the volume of .
We have
where, as
before, and denote the Lebesgue measure on
and on , respectively.
Hence,
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The entropy of the random variable is
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where the sum is over the facets of .
For each facet of we let be the inner normal
vector to of Euclidean norm
and and consider the affine
form defined as .
Hence, . Let also for some constant .
By the Minkowski condition, . Hence .
Remark 7.33.
Suppose that is a lattice polytope and let be a facet of .
Recall that is the lattice
and let be the sublattice of generated
by the differences of the lattice points in .
Then the vector
can be alternatively defined as times the primitive
inner normal vector to the facet .
The concave function
belongs to the class of functions considered in Definition
7.23. Thus, we obtain a line bundle with an adelic
toric metric on . For short, we write
.
The following result shows that the average entropy of the random
variable with respect to the uniform distribution on
can be expressed in terms of the height of the toric variety
with respect to .
Proposition 7.34.
With the above notation,
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where the sum is over the facets of . In particular, if ,
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Proof.
For and a facet of , we deduce from
equation (7.32) that
. Hence,
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The result then follows from Theorem 6.37.
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Example 7.35.
The Fubini-Study metric of corresponds to the case
when and are the standard simplex and
. In that case, the average entropy of the random variable
is
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Remark 7.36.
In case is a Delzant polytope whose facets have lattice
volume 1, , and ,
the roof function coincides with the symplectic potential of
Guillemin canonical KΓ€hler metric, see Remark 7.26.