On the convergence of a regularized Jacobi algorithm for convex optimization
In this paper we consider the regularized version of the Jacobi algorithm, a block coordinate descent method for convex optimization with an objective function consisting of the sum of a differentiable function and a block-separable function. Under certain regularity assumptions on the objective fun...
Main Authors: | , , |
---|---|
Format: | Journal article |
Published: |
Institute of Electrical and Electronics Engineers
2017
|