Fenchel-Moreau theorem

A closed proper convex function equals its Fenchel biconjugate.
Fenchel-Moreau theorem

Fenchel-Moreau theorem: Let f:Rn(,+]f:\mathbb{R}^n\to(-\infty,+\infty] be a proper , and let ff^{**} denote its (defined using the ). Then ff^{**} is a and satisfies

f(x)f(x)for all xRn. f^{**}(x)\le f(x)\quad\text{for all }x\in\mathbb{R}^n.

Moreover, f=ff=f^{**} pointwise if and only if ff is closed and convex.

This result justifies representing closed convex functions as suprema of affine minorants and is a structural cornerstone for .