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Symmetric alternating direction method with indefinite proximal regularization for linearly constrained convex optimization - MaRDI portal

Symmetric alternating direction method with indefinite proximal regularization for linearly constrained convex optimization (Q1706414)

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scientific article; zbMATH DE number 6852053
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Symmetric alternating direction method with indefinite proximal regularization for linearly constrained convex optimization
scientific article; zbMATH DE number 6852053

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    Symmetric alternating direction method with indefinite proximal regularization for linearly constrained convex optimization (English)
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    22 March 2018
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    The authors confirm that the symmetric alternating direction method of multipliers can also be regularized with an indefinite proximal term. The global convergence is theoretically proved and its worst-case convergence rate in an ergodic sense is established. Numerical experiments are presented.
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    convex programming
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    alternating direction method
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