Remark 2.9. A classical counterexample of Pogorelov shows that for , the singular set can contain a line segment. This is generalised by Caffarelli [10], who for any constructs examples where is smooth but contains a -plane. A surprising example of Mooney [35] shows that the Hausdorff dimension of can be larger than for any small . This means the local regularity theory surveyed above is essentially optimal.
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2.5 Regularity theory for real Monge-Ampère
There is an extensive literature on the local regularity theory for the real Monge-Ampère equation, largely due to the Caffarelli school. The author thanks C. Mooney for bringing some of these results to his attention. All results surveyed here can be found in [35].
Any convex function on an open set has an associated Borel measure called the Monge-Ampère measure, defined by
where denotes the Lebesgue measure of the image of the subgradient map on . Given a Borel measure , a solution to is called an Aleksandrov solution to if , this is the classical real Monge-Ampère equation. We shall assume a two-sided density bound
Let be the set of strictly convex points of , namely there is a supporting hyperplane touching the graph of only at one point. Then Caffarelli [8][9][10] shows
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If , then . Then by Schauder theory, if is smooth, then is smooth in .
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If is a supporting affine linear function to , such that the convex set is not a point. Then has no extremal point in the interior of .
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The above affine linear set has dimension .
Mooney [35] shows further that
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The singular set has -Hausdorff measure zero. Consequently is path connected (because a generic path joining two given points does not intersect a subset of zero -Hausdorff measure).
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The solution even if is nonempty.