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On the ergodic convergence rates of a first-order primal–dual algorithm
by
Pock, Thomas
, Chambolle, Antonin
in
Algorithms
/ Calculus of Variations and Optimal Control; Optimization
/ Combinatorics
/ Computational geometry
/ Convergence
/ Convex analysis
/ Full Length Paper
/ Mathematical analysis
/ Mathematical and Computational Physics
/ Mathematical Methods in Physics
/ Mathematical programming
/ Mathematics
/ Mathematics and Statistics
/ Mathematics of Computing
/ Nonlinearity
/ Norms
/ Numerical Analysis
/ Operators
/ Optimization
/ Proving
/ Studies
/ Theoretical
2016
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On the ergodic convergence rates of a first-order primal–dual algorithm
by
Pock, Thomas
, Chambolle, Antonin
in
Algorithms
/ Calculus of Variations and Optimal Control; Optimization
/ Combinatorics
/ Computational geometry
/ Convergence
/ Convex analysis
/ Full Length Paper
/ Mathematical analysis
/ Mathematical and Computational Physics
/ Mathematical Methods in Physics
/ Mathematical programming
/ Mathematics
/ Mathematics and Statistics
/ Mathematics of Computing
/ Nonlinearity
/ Norms
/ Numerical Analysis
/ Operators
/ Optimization
/ Proving
/ Studies
/ Theoretical
2016
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Do you wish to request the book?
On the ergodic convergence rates of a first-order primal–dual algorithm
by
Pock, Thomas
, Chambolle, Antonin
in
Algorithms
/ Calculus of Variations and Optimal Control; Optimization
/ Combinatorics
/ Computational geometry
/ Convergence
/ Convex analysis
/ Full Length Paper
/ Mathematical analysis
/ Mathematical and Computational Physics
/ Mathematical Methods in Physics
/ Mathematical programming
/ Mathematics
/ Mathematics and Statistics
/ Mathematics of Computing
/ Nonlinearity
/ Norms
/ Numerical Analysis
/ Operators
/ Optimization
/ Proving
/ Studies
/ Theoretical
2016
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On the ergodic convergence rates of a first-order primal–dual algorithm
Journal Article
On the ergodic convergence rates of a first-order primal–dual algorithm
2016
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Overview
We revisit the proofs of convergence for a first order primal–dual algorithm for convex optimization which we have studied a few years ago. In particular, we prove rates of convergence for a more general version, with simpler proofs and more complete results. The new results can deal with explicit terms and nonlinear proximity operators in spaces with quite general norms.
Publisher
Springer Berlin Heidelberg,Springer Nature B.V
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