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Publications about 'Method of multipliers'


X. Wu.
Sparsitypromoting optimal control of power networks.
PhD thesis,
University of Minnesota,
2016.
Keyword(s): Alternating direction method of multipliers,
Distributed PIcontrol,
Performance of largescale networks,
Power networks,
Sparsitypromoting optimal control,
Synchronization,
Topology design,
Widearea control.
[bibtexentry]

F. Lin.
Structure identification and optimal design of largescale networks of dynamical systems.
PhD thesis,
University of Minnesota,
2012.
Keyword(s): Alternating direction method of multipliers,
Architectural issues in distributed control design,
Consensus networks,
Control of vehicular formations,
Convex Optimization,
Leader selection,
Sparsitypromoting optimal control.
[bibtexentry]

X. Wu and M. R. Jovanovic.
Sparsitypromoting optimal control of systems with symmetries, consensus and synchronization networks.
Syst. Control Lett.,
2017.
Note: Doi:10.1016/j.sysconle.2017.02.007.
Keyword(s): Alternating direction method of multipliers,
Consensus and synchronization networks,
Distributed systems,
Regularization,
Sparsitypromoting optimal control,
Spatiallyinvariant systems.
[bibtexentry]

N. K. Dhingra and M. R. Jovanovic.
The proximal augmented Lagrangian method for nonsmooth composite optimization.
IEEE Trans. Automat. Control,
2016.
Note: Submitted; also arXiv:1610.04514.
Keyword(s): Augmented Lagrangian,
Method of multipliers,
Nonsmooth optimization,
Proximal methods,
Regularization,
Sparsitypromoting optimal control,
Structured optimal control,
Structure identification.
[bibtexentry]

X. Wu,
F. Dörfler,
and M. R. Jovanovic.
Inputoutput analysis and decentralized optimal control of interarea oscillations in power systems.
IEEE Trans. Power Syst.,
31(3):24342444,
May 2016.
Keyword(s): Alternating direction method of multipliers,
Performance of largescale networks,
Power networks,
Sparsitypromoting optimal control,
Synchronization,
Widearea control.
[bibtexentry]

F. Dörfler,
M. R. Jovanovic,
M. Chertkov,
and F. Bullo.
Sparsitypromoting optimal widearea control of power networks.
IEEE Trans. Power Syst.,
29(5):22812291,
September 2014.
Keyword(s): Alternating direction method of multipliers,
Power networks,
Sparsitypromoting optimal control,
Widearea control.
[bibtexentry]

F. Lin,
M. Fardad,
and M. R. Jovanovic.
Algorithms for leader selection in stochastically forced consensus networks.
IEEE Trans. Automat. Control,
59(7):17891802,
July 2014.
Keyword(s): Alternating direction method of multipliers,
Consensus networks,
Convex optimization,
Greedy algorithm,
Leader selection,
Performance bounds,
Sparsity.
[bibtexentry]

F. Lin,
M. Fardad,
and M. R. Jovanovic.
Design of optimal sparse feedback gains via the alternating direction method of multipliers.
IEEE Trans. Automat. Control,
58(9):24262431,
September 2013.
Keyword(s): Alternating direction method of multipliers,
Architectural issues in distributed control design,
Cardinality minimization,
Distributed control,
Optimization,
Sparsitypromoting optimal control.
[bibtexentry]

S. HassanMoghaddam,
X. Wu,
and M. R. Jovanovic.
Edge addition in directed consensus networks.
In Proceedings of the 2017 American Control Conference,
Seattle, WA,
2017.
Note: To appear.
Keyword(s): Alternating direction method of multipliers,
consensus,
directed networks,
nonconvex optimization,
sparsitypromoting optimal control.
[bibtexentry]

N. K. Dhingra and M. R. Jovanovic.
A method of multipliers algorithm for sparsitypromoting optimal control.
In Proceedings of the 2016 American Control Conference,
Boston, MA,
pages 19421947,
2016.
Note: (Invited paper).
Keyword(s): Augmented Lagrangian,
Method of multipliers,
Proximal algorithms,
Optimization,
Sparsitypromoting optimal control.
[bibtexentry]

X. Wu,
F. Dörfler,
and M. R. Jovanovic.
Topology identification and design of distributed integral action in power networks.
In Proceedings of the 2016 American Control Conference,
Boston, MA,
pages 59215926,
2016.
Keyword(s): Alternating direction method of multipliers,
Distributed PIcontrol,
Power systems,
Sparsitypromoting optimal control,
Topology identification.
[bibtexentry]

V. Purba,
X. Wu,
M. Sinha,
S. V. Dhople,
and M. R. Jovanovic.
Design of optimal coupling gains for synchronization of nonlinear oscillators.
In Proceedings of the 54th IEEE Conference on Decision and Control,
Osaka, Japan,
pages 13101315,
2015.
Keyword(s): Alternating direction method of multipliers,
Power systems,
Sparsitypromoting optimal control,
Synchronization,
Weakly nonlinear oscillators.
[bibtexentry]

A. Zare,
M. R. Jovanovic,
and T. T. Georgiou.
Alternating direction optimization algorithms for covariance completion problems.
In Proceedings of the 2015 American Control Conference,
Chicago, IL,
pages 515520,
2015.
Keyword(s): Alternating direction method of multipliers,
Alternating minimization algorithm,
Convex optimization,
Lowrank approximation,
Matrix completion problems,
Nuclear norm regularization,
Structured covariances.
[bibtexentry]

N. K. Dhingra,
M. R. Jovanovic,
and Z. Q. Luo.
An ADMM algorithm for optimal sensor and actuator selection.
In Proceedings of the 53rd IEEE Conference on Decision and Control,
Los Angeles, CA,
pages 40394044,
2014.
Note: (Invited paper).
Keyword(s): Alternating direction method of multipliers,
Convex optimization,
Actuator selection,
Sensor selection.
[bibtexentry]

A. Zare,
M. R. Jovanovic,
and T. T. Georgiou.
Completion of partially known turbulent flow statistics.
In Proceedings of the 2014 American Control Conference,
Portland, OR,
pages 16801685,
2014.
Note: (Invited paper; Finalist, Best Student Paper Award).
Keyword(s): Alternating direction method of multipliers,
Convex optimization,
Flow modeling and control,
Lowrank approximation,
Matrix completion problems,
Nuclear norm regularization,
Structured covariances.
[bibtexentry]

F. Dörfler,
M. R. Jovanovic,
M. Chertkov,
and F. Bullo.
Sparse and optimal widearea damping control in power networks.
In Proceedings of the 2013 American Control Conference,
Washington, DC,
pages 42954300,
2013.
Keyword(s): Alternating direction method of multipliers,
Power networks,
Sparsitypromoting optimal control,
Widearea control.
[bibtexentry]

M. R. Jovanovic and F. Lin.
Sparse quadratic regulator.
In Proceedings of the 12th European Control Conference,
Zürich, Switzerland,
pages 10471052,
2013.
Keyword(s): Alternating direction method of multipliers,
Cardinality minimization,
Distributed control,
Optimization,
Sparsitypromoting optimal control.
[bibtexentry]

F. Lin,
M. R. Jovanovic,
and T. T. Georgiou.
An ADMM algorithm for matrix completion of partially known state covariances.
In Proceedings of the 52nd IEEE Conference on Decision and Control,
Florence, Italy,
pages 16841689,
2013.
Keyword(s): Alternating direction method of multipliers,
Convex optimization,
Lowrank approximation,
Matrix completion problems,
Nuclear norm regularization,
Structured covariances.
[bibtexentry]

F. Lin,
M. Fardad,
and M. R. Jovanovic.
Sparse feedback synthesis via the alternating direction method of multipliers.
In Proceedings of the 2012 American Control Conference,
Montréal, Canada,
pages 47654770,
2012.
Keyword(s): Architectural issues in distributed control design,
Distributed control,
Optimal localized control,
Sparsitypromoting optimal control.
[bibtexentry]

F. Lin,
M. Fardad,
and M. R. Jovanovic.
Algorithms for leader selection in large dynamical networks: noisecorrupted leaders.
In Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference,
Orlando, FL,
pages 29322937,
2011.
Keyword(s): Alternating direction method of multipliers,
Consensus networks,
Convex optimization,
Greedy algorithm,
Leader selection,
Performance bounds,
Sparsity.
[bibtexentry]
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