An inexact proximal generalized alternating direction method of multipliers
Sign Up to like & getrecommendations! Published in 2020 at "Computational Optimization and Applications"
DOI: 10.1007/s10589-020-00191-1
Abstract: This paper proposes and analyzes an inexact variant of the proximal generalized alternating direction method of multipliers (ADMM) for solving separable linearly constrained convex optimization problems. In this variant, the first subproblem is approximately solved… read more here.
Keywords: alternating direction; proximal generalized; direction method; generalized alternating ... See more keywords
Iteration-complexity analysis of a generalized alternating direction method of multipliers
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Global Optimization"
DOI: 10.1007/s10898-018-0697-z
Abstract: This paper analyzes the iteration-complexity of a generalized alternating direction method of multipliers (G-ADMM) for solving separable linearly constrained convex optimization problems. This ADMM variant, first proposed by Bertsekas and Eckstein, introduces a relaxation parameter… read more here.
Keywords: alternating direction; direction method; generalized alternating; iteration complexity ... See more keywords
Color computational ghost imaging based on a plug-and-play generalized alternating projection.
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DOI: 10.1364/oe.459488
Abstract: Computational ghost imaging (CGI), in which an image is retrieved from the known speckle patterns that illuminate the object and the total transmitted intensity, has shown great advances because of its advantages and potential applications… read more here.
Keywords: generalized alternating; color; plug play; ghost imaging ... See more keywords