Chen, Yunmei; Hager, William; Yashtini, Maryam; Ye, Xiaojing - In: Computational Optimization and Applications 54 (2013) 2, pp. 317-342
This paper develops a Bregman operator splitting algorithm with variable stepsize (BOSVS) for solving problems of the form <InlineEquation ID="IEq1"> <EquationSource Format="TEX">$\min\{\phi(Bu) +1/2\|Au-f\|_{2}^{2}\}$</EquationSource> </InlineEquation>, where ϕ may be nonsmooth. The original Bregman Operator Splitting (BOS) algorithm employed a fixed stepsize, while BOSVS uses a...</equationsource></inlineequation>