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Publications about 'Primal-dual method'
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N. K. Dhingra.
Optimization and control of large-scale networked systems.
PhD thesis,
University of Minnesota,
2017.
Keyword(s): Augmented Lagrangian,
Combination drug therapy,
Convex optimization,
Directed networks,
Leader selection,
Method of multipliers,
Non-smooth optimization,
Optimization,
Proximal algorithms,
Proximal augmented Lagrangian,
Regularization,
Second order primal-dual method,
Sparsity-promoting optimal control,
Structured optimal control,
Structure identification.
[bibtex-entry]
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N. K. Dhingra,
S. Z. Khong,
and M. R. Jovanovic.
A second order primal-dual method for nonsmooth convex composite optimization.
IEEE Trans. Automat. Control,
2017.
Note: Submitted; also arXiv:1709.01610.
Keyword(s): Augmented Lagrangian,
Exponential convergence,
Global exponential stability,
Method of multipliers,
Non-smooth optimization,
Proximal algorithms,
Proximal augmented Lagrangian,
Regularization,
Second order primal-dual method,
Sparsity-promoting optimal control,
Structured optimal control,
Structure identification.
[bibtex-entry]
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S. Hassan-Moghaddam and M. R. Jovanovic.
On the exponential convergence rate of proximal gradient flow algorithms.
In Proceedings of the 57th IEEE Conference on Decision and Control,
Miami, FL,
pages 4246-4251,
2018.
Note: (Invited paper).
Keyword(s): Control for optimization,
Distributed optimization,
Forward-backward envelope,
Exponential convergence,
Global exponential stability,
Gradient flow dynamics,
Large-scale systems,
Non-smooth optimization,
Primal-dual method,
Proximal algorithms,
Proximal augmented Lagrangian.
[bibtex-entry]
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Last modified: Sun Jul 14 21:30:01 2019
Author: mihailo.
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