A note on alternating minimization algorithms: Bregman frame

Published 25 May 2016 in math.NA | (1605.08290v1)

Abstract: In this paper, we propose a Bregman frame for several classical alternating minimization algorithms. In the frame, these algorithms have uniform mathematical formulation. We also present convergence analysis for the frame algorithm. Under the Kurdyka-Lojasiewicz property, stronger convergence is obtained.

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