Back to MJ's Publications
Publications about 'Linear matrix inequalities'
|
-
H. Mohammadi,
M. Razaviyayn,
and M. R. Jovanovic.
Robustness of accelerated first-order algorithms for strongly convex optimization problems.
IEEE Trans. Automat. Control,
66(6):2480-2495,
June 2021.
Keyword(s): Accelerated first-order algorithms,
Consensus networks,
Control for optimization,
Convex optimization,
Integral quadratic constraints,
Linear matrix inequalities,
Noise amplification,
Second-order moments,
Semidefinite programming.
[bibtex-entry]
-
H. Mohammadi and M. R. Jovanovic.
On the noise amplification of primal-dual gradient flow dynamics based on proximal augmented Lagrangian.
In Proceedings of the 2022 American Control Conference,
Atlanta, GA,
2022.
Note: To appear.
Keyword(s): Control for optimization,
Convex Optimization,
Integral quadratic constraints,
Linear matrix inequalities,
Noise amplification,
Non-smooth optimization,
Proximal algorithms,
Primal-dual gradient flow dynamics,
Primal-dual methods,
Proximal augmented Lagrangian,
Second-order moments,
Semidefinite programming.
[bibtex-entry]
-
H. Mohammadi,
M. Razaviyayn,
and M. R. Jovanovic.
Performance of noisy Nesterov's accelerated method for strongly convex optimization problems.
In Proceedings of the 2019 American Control Conference,
Philadelphia, PA,
pages 3426-3431,
2019.
Keyword(s): Accelerated first-order algorithms,
Control for optimization,
Convex optimization,
Integral quadratic constraints,
Linear matrix inequalities,
Noise amplification,
Second-order moments,
Semidefinite programming.
[bibtex-entry]
Back to MJ's Publications
Disclaimer:
This material is presented to ensure timely dissemination of
scholarly and technical work. Copyright and all rights therein
are retained by authors or by other copyright holders.
All person copying this information are expected to adhere to
the terms and constraints invoked by each author's copyright.
In most cases, these works may not be reposted
without the explicit permission of the copyright holder.
Last modified: Tue May 3 09:45:45 2022
Author: mihailo.
This document was translated from BibTEX by
bibtex2html