Monday, 12 January 2015

continuity - Convex function with discontinuous derivative



I am interested in this question:




Find a differentiable convex function such that its derivative is not continuous.





I found out that we cannot find such function if its domain is $\mathbb{R}$, since every differentiable convex function $f\colon \mathbb{R} \to \mathbb{R}$ is continuously differentiable (as proved here).



Therefore we have to look for multivariable functions, but it is not an easy work.



Thank you very much.


Answer




Suppose $\Omega\subset\mathbb{R}^n$ is an open convex set, and $f : \Omega\to\mathbb{R}$ is a differentiable convex function. Then $\nabla f$ is continuous on $\Omega$.





This is a theorem, for example, in Convex Analysis by Rockafellar, page 246.


No comments:

Post a Comment