Samiksha Jaiswal (Editor)

Closed convex function

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In mathematics, a function f : R n R is said to be closed if for each α R , the sublevel set { x dom f | f ( x ) α } is a closed set.

Equivalently, if the epigraph defined by epi f = { ( x , t ) R n + 1 | x dom f , f ( x ) t } is closed, then the function f ( x ) is closed.

This definition is valid for any function, but most used for convex functions. A proper convex function is closed if and only if it is lower semi-continuous. For a convex function which is not proper there is disagreement as to the definition of the closure of the function.

Properties

  • If f : R n R is a continuous function and dom f is closed, then f is closed.
  • A closed proper convex function f is the pointwise supremum of the collection of all affine functions h such that hf (called the affine minorants of f).
  • References

    Closed convex function Wikipedia