Study the Convergence of Moreau – Bregman Envelope in Reflexive Banach Spaces.
Abstract
It is often useful to replace a function with a sequence of smooth functions approximating the given function to resolve minimizing optimization problems. The most famous one is the Moreau envelope. Recently the function was organized using the Bregman distance . It is worth noting that Bregman distance is not a distance in the usual sense of the term. In general, it is not symmetric and it does not satisfy the triangle inequality
The purpose of the research is to study the convergence of the Moreau envelope function and the related proximal mapping depends on Bregman Distance for a function on Banach space. Proved equivalence between Mosco-epi-convergence of sequence functions and pointwise convergence of Moreau-Bregman envelope We also studied the strong and weak convergence of resolvent operators According to the concept of Bregman distance.
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