3.3. Fibration [03F4]
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3.3. Fibration
We will construct a foliation of by straight
lines/rays by specifying a “convex” vector field on , which is
smooth in .
Recall that the piece-wise linear functions and
, the Legendre transforms of and ,
were defined as
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We fix a mollifier on with support in and
consider smooth functions . From the properties of regularization (for
small in the -scale) the slopes
always lie in , for any not in the interior of . In
particular, the gradient of gives a map .
Now we can use the identification of with via
given by the -bi-PIKAS to define a
-valued vector field on by
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We can extend this vector field to
using the following identification of with ,
for any . If is the (dual)
-bi-PIKAS potential, then
is a strictly convex function on . In particular, its gradient
defines a bijection . We can write the vector field
on explicitly, using the fact that
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Namely,
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We summarize properties of this vector field in the following lemma:
Lemma 3.2.
For any , small in the -scale, the vector field
induces a (straight line/ray) foliation of
, smooth over , such that
- (1)
for .
- (2)
The value of is in
for . In particular, in
.
- (3)
For any ,
,
where is a constant independent of and , and the
gradient and the metric are taken in affine coordinates.
Proof.
From the definition it is easy to see that
, for , which
immediately implies the straight ray foliation.
Note that as , converges to
uniformly in . For the (discontinuous) vector
field has (discrete) values in , and (1) and (2) follow
immediately from the combinatorics of . They remain true after
regularization as well, which is guaranteed by the
Proposition 3.1.
The bound (3) on the derivatives of follows from a standard
estimate for regularization of piece-wise smooth function . In
the dual affine coordinates is a Dirac
-like distribution supported on . The norm of its
convolution with is bounded by , where
is the codimension of the support. The constant takes into account
the combinatorics of the polytope , the particular form of the
mollifier and the choice of the norm on . The metric appears from the chain rule:
.
Finally, the smoothness of the vector field , and hence
the smoothness of the foliation , follow from smoothness of the
map on .
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