Assistant Professor
D. Yara Mohammed
- Faculty Member
Regularization in Banach Spaces with Respect to the Bregman Distance
Journal of Optimization Theory and Applications / 28 - March - 2020
The Moreau envelope, also known as Moreau–Yosida regularization, and the associated proximal mapping have been widely used in Hilbert and Banach spaces. They have been objects of great interest for optimizers since their conception more than half a century ago. They were generalized by the notion of the D-Moreau envelope and D-proximal mapping by replacing the usual square of the Euclidean distance with the conception of Bregman distance for a convex function
