Definition 3.17. A continuous function on satisfies the extension property if it extends to an admissible convex function on defined in section 3.3.
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3.4 Extension property and locally convex functions
We now discuss the issue of finding a tropical notion analogous to Kähler metrics. The concept of a Kähler metric is formulated in terms of a collection of local psh functions on overlapping complex charts, whose differences represent a given cocycle of local pluriharmonic function. Intuitively, the analogue should be a collection of local convex functions whose differences represent a given cocycle of local affine functions.
To the author’s awareness there is no definitive formulation of local convexity on polyhedral sets. In the case of interest, we need to define a class of ‘locally convex functions’ on . The problem is that on , the transition functions between different charts are only piecewise linear, so convexity is not invariantly defined. This problem also prevents us from setting up a general global notion of real MA equation on , which is an essential ingredient in the SYZ conjecture in general. We will attempt to give a special definition in the Fermat case (cf. section 3.5).
However, the extension theorem 2.13 provides an alternative viewpoint: (1,1)-type Kähler currents can be defined extrinsically. By analogy, we propose that the correct notion should be equivalent to the following
Example 3.18. The zero function extends to , which is admissible and convex.
The problem is to make this definition both intrinsic to , and local in nature. We do not fully succeed but shall make some partial progress.
Proposition 3.19. A continuous function on satisfies the extension property if and only if for every , there exists , such that for any ,
Proof. The if direction is because the asymptotic growth condition (18) implies the gradient of must be contained in .
For the only if direction, we apply the Legendre transform:
and consider a version of the double Legendre transform
Clearly is convex, and admissible by the boundedness of , and on because
Our characterisation precisely ensures on . Then provides the canonical extension. ∎
Remark 3.20. The above characterisation is not completely intrinsic because it uses the extrinsic pairing . On the positive side it uses only the value of on .
Remark 3.21. At , the vector in the hypothesis is a subgradient of the canonical extension , namely .
We now introduce a local notion. The function below will be analogous to in (19). Recall the charts associated to ourward normal vectors introduced in section 3.2, with local coordinates .
Definition 3.22. Let be a continuous function on , to which we associate a collection of local functions by the rule . We regard as a function on the charts with . We say is a locally convex function if all are convex on their corresponding charts.
Remark 3.23. One can reconstruct from the local functions as long as their mutural differences define a correct cocycle . Thus this definition has the intrinsic local feature we desire, in analogy with the notion of Kähler potentials.
Remark 3.24. For fixed and satisfying , the convexity of and on the -chart are equivalent because is an affine function. However, on the overlap of the -chart and the -chart, if is convex in one chart it is not automatically convex in the other.
Remark 3.25. If a convex function is not sufficiently regular, there can be a null set of points at which the subgradient is not unique. Later we will abuse language to use the word gradient to refer to any choice of subgradient.
Proposition 3.26. If satisfies the extension property, then is locally convex.
Proof. Let , and consider the function on the chart . Given in the chart, we need to find such that
where is a covector, and refers to the representation of in the local coordinates ; after identifying as coordinates on the plane , we may regard as an element of , and according to the decomposition ,
Since the convexity of and are equivalent in the -chart if , we may assume is attained by . By the extension property and Prop. 3.19, there is some , such that
hence
Since , we have Since is attained by , and the polytope lies in the half space , we have
Combining the above
so we have produced as required. ∎