Back to MJ's Publications

 Publications of year 2014
 Theses
1. B. K. Lieu. Dynamics and control of Newtonian and viscoelastic fluids. PhD thesis, University of Minnesota, 2014. Keyword(s): Drag reduction, Controlling the onset of turbulence, Control of turbulent flows, Flow modeling and control, Navier-Stokes equations, Spatially-periodic systems, Traveling waves, Vibrational control, Distributed systems theory, Computational tools for spatially distributed systems, Uncertainty quantification in PDEs, Viscoelastic fluids, Input-output analysis, Elastic turbulence, Transition to turbulence, Worst-case amplification.
@PHDTHESIS{binh-phd14,
AUTHOR = {B. K. Lieu},
SCHOOL = {University of Minnesota},
TITLE = {Dynamics and control of {N}ewtonian and viscoelastic fluids},
YEAR = {2014},
KEYWORDS = {Drag reduction, Controlling the onset of turbulence, Control of turbulent flows, Flow modeling and control, Navier-Stokes equations, Spatially-periodic systems, Traveling waves, Vibrational control, Distributed systems theory, Computational tools for spatially distributed systems, Uncertainty quantification in PDEs, Viscoelastic fluids, Input-output analysis, Elastic turbulence, Transition to turbulence, Worst-case amplification},
PDF = {http://ee.usc.edu/mihailo/theses/BinhLieu-PhD.pdf}
}


 Journal articles
1. F. Dörfler, M. R. Jovanovic, M. Chertkov, and F. Bullo. Sparsity-promoting optimal wide-area control of power networks. IEEE Trans. Power Syst., 29(5):2281-2291, September 2014. Keyword(s): Alternating direction method of multipliers, Power networks, Sparsity-promoting optimal control, Wide-area control.
@ARTICLE{dorjovchebulTPS14,
AUTHOR = {F. D\"orfler and M. R. Jovanovi\'c and M. Chertkov and F. Bullo},
TITLE = {Sparsity-promoting optimal wide-area control of power networks},
JOURNAL = {IEEE Trans. Power Syst.},
VOLUME = {29},
NUMBER = {5},
PAGES = {2281-2291},
MONTH = {September},
YEAR = {2014},
KEYWORDS = {Alternating direction method of multipliers, Power networks, Sparsity-promoting optimal control, Wide-area control},
PDF = {http://ee.usc.edu/mihailo/papers/dorjovchebulTPS14.pdf}
}


2. M. Fardad, F. Lin, and M. R. Jovanovic. Design of optimal sparse interconnection graphs for synchronization of oscillator networks. IEEE Trans. Automat. Control, 59(9):2457-2462, September 2014. Keyword(s): Distributed control, Oscillator networks, Sparse graphs, Synchronization.
@ARTICLE{farlinjovTAC14sync,
AUTHOR = {M. Fardad and F. Lin and M. R. Jovanovi\'c},
TITLE = {Design of optimal sparse interconnection graphs for synchronization of oscillator networks},
JOURNAL = {IEEE Trans. Automat. Control},
VOLUME = {59},
NUMBER = {9},
PAGES = {2457-2462},
MONTH = {September},
YEAR = {2014},
KEYWORDS = {Distributed control, Oscillator networks, Sparse graphs, Synchronization},
PDF = {http://ee.usc.edu/mihailo/papers/farlinjovTAC14sync.pdf}
}


3. M. R. Jovanovic, P. J. Schmid, and J. W. Nichols. Sparsity-promoting dynamic mode decomposition. Phys. Fluids, 26(2):024103 (22 pages), February 2014. Keyword(s): Dynamic Mode Decomposition, Flow modeling and control, Convex optimization, Sparsity.
@ARTICLE{jovschnicPOF14,
AUTHOR = {M. R. Jovanovi\'c and P. J. Schmid and J. W. Nichols},
JOURNAL = {Phys. Fluids},
TITLE = {Sparsity-promoting dynamic mode decomposition},
VOLUME = {26},
NUMBER = {2},
PAGES = {024103 (22 pages)},
MONTH = {February},
YEAR = {2014},
KEYWORDS = {Dynamic Mode Decomposition, Flow modeling and control, Convex optimization, Sparsity},
PDF = {http://ee.usc.edu/mihailo/papers/jovschnicPOF14.pdf}
}


4. F. Lin, M. Fardad, and M. R. Jovanovic. Algorithms for leader selection in stochastically forced consensus networks. IEEE Trans. Automat. Control, 59(7):1789-1802, July 2014. Keyword(s): Alternating direction method of multipliers, Consensus networks, Convex optimization, Greedy algorithm, Leader selection, Performance bounds, Sparsity.
@ARTICLE{linfarjovTAC14leaderselection,
AUTHOR = {F. Lin and M. Fardad and M. R. Jovanovi\'c},
TITLE = {Algorithms for leader selection in stochastically forced consensus networks},
JOURNAL = {IEEE Trans. Automat. Control},
YEAR = {2014},
MONTH = {July},
VOLUME = {59},
NUMBER = {7},
PAGES = {1789-1802},
KEYWORDS = {Alternating direction method of multipliers, Consensus networks, Convex optimization, Greedy algorithm, Leader selection, Performance bounds, Sparsity},
}


5. R. Moarref, M. R. Jovanovic, J. A. Tropp, A. S. Sharma, and B. J. McKeon. A low-order decomposition of turbulent channel flow via resolvent analysis and convex optimization. Phys. Fluids, 26(5):051701 (7 pages), May 2014. Keyword(s): Flow modeling and control, Convex optimization, Low-rank approximation.
@ARTICLE{moajovtroshamckPOF14,
AUTHOR = {R. Moarref and M. R. Jovanovi\'c and J. A. Tropp and A. S. Sharma and B. J. McKeon},
JOURNAL = {Phys. Fluids},
TITLE = {A low-order decomposition of turbulent channel flow via resolvent analysis and convex optimization},
VOLUME = {26},
NUMBER = {5},
PAGES = {051701 (7 pages)},
MONTH = {May},
YEAR = {2014},
KEYWORDS = {Flow modeling and control, Convex optimization, Low-rank approximation},
PDF = {http://ee.usc.edu/mihailo/papers/moajovtroshamckPOF14.pdf}
}


6. V. L. Thomas, B. K. Lieu, M. R. Jovanovic, B. F. Farrell, P. J. Ioannou, and D. F. Gayme. Self-sustaining turbulence in a restricted nonlinear model of plane Couette flow. Phys. Fluids, 26(10):105112 (17 pages), October 2014. Keyword(s): Flow modeling and control, Navier-Stokes equations, Input-output analysis, Energy amplification, Transition to turbulence.
@ARTICLE{tholiejovfarioagayPOF14,
AUTHOR = {V. L. Thomas and B. K. Lieu and M. R. Jovanovi\'c and B. F. Farrell and P. J. Ioannou and D. F. Gayme},
JOURNAL = {Phys. Fluids},
VOLUME = {26},
NUMBER = {10},
PAGES = {105112 (17 pages)},
MONTH = {October},
TITLE = {Self-sustaining turbulence in a restricted nonlinear model of plane {C}ouette flow},
YEAR = {2014},
KEYWORDS = {Flow modeling and control, Navier-Stokes equations, Input-output analysis, Energy amplification, Transition to turbulence},
PDF = {http://ee.usc.edu/mihailo/papers/tholiejovfarioagayPOF14.pdf}
}


 Conference articles
1. 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 4039-4044, 2014. Note: (Invited paper). Keyword(s): Alternating direction method of multipliers, Convex optimization, Actuator selection, Sensor selection.
@INPROCEEDINGS{dhijovluoCDC14,
AUTHOR = {N. K. Dhingra and M. R. Jovanovi\'c and Z. Q. Luo},
TITLE = {An {ADMM} algorithm for optimal sensor and actuator selection},
BOOKTITLE = {Proceedings of the 53rd IEEE Conference on Decision and Control},
YEAR = {2014},
NOTE = {{\bf (Invited paper)}},
PAGES = {4039-4044},
KEYWORDS = {Alternating direction method of multipliers, Convex optimization, Actuator selection, Sensor selection},
PDF = {http://ee.usc.edu/mihailo/papers/dhijovluoCDC14.pdf}
}


2. M. Fardad and M. R. Jovanovic. On the design of optimal structured and sparse feedback gains using semidefinite programming. In Proceedings of the 2014 American Control Conference, Portland, OR, pages 2438-2443, 2014. Keyword(s): Architectural issues in distributed control design, Cardinality minimization, Convex optimization, Distributed control, Sparsity-promoting optimal control.
@INPROCEEDINGS{farjovACC14,
AUTHOR = {M. Fardad and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 2014 American Control Conference},
TITLE = {On the design of optimal structured and sparse feedback gains using semidefinite programming},
YEAR = {2014},
PAGES = {2438-2443},
KEYWORDS = {Architectural issues in distributed control design, Cardinality minimization, Convex optimization, Distributed control, Sparsity-promoting optimal control},
PDF = {http://ee.usc.edu/mihailo/papers/farjovACC14.pdf}
}


3. M. Fardad, F. Lin, and M. R. Jovanovic. On optimal link creation for facilitation of consensus in social networks. In Proceedings of the 2014 American Control Conference, Portland, OR, pages 3802-3807, 2014. Keyword(s): Consensus, Optimization, Social influence, Social networks, Stochastic matrices.
@INPROCEEDINGS{farlinjovACC14,
AUTHOR = {M. Fardad and F. Lin and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 2014 American Control Conference},
TITLE = {On optimal link creation for facilitation of consensus in social networks},
YEAR = {2014},
PAGES = {3802-3807},
KEYWORDS = {Consensus, Optimization, Social influence, Social networks, Stochastic matrices},
PDF = {http://ee.usc.edu/mihailo/papers/farlinjovACC14.pdf}
}


4. M. Fardad, X. Zhang, F. Lin, and M. R. Jovanovic. On the properties of optimal weak links in consensus networks. In Proceedings of the 53rd IEEE Conference on Decision and Control, Los Angeles, CA, pages 2124-2129, 2014. Note: (Invited paper). Keyword(s): Optimization, Perturbation analysis, Social influence, Social networks, Stochastic matrices.
@INPROCEEDINGS{farzhalinjovCDC14,
AUTHOR = {M. Fardad and X. Zhang and F. Lin and M. R. Jovanovi\'c},
TITLE = {On the properties of optimal weak links in consensus networks},
BOOKTITLE = {Proceedings of the 53rd IEEE Conference on Decision and Control},
YEAR = {2014},
NOTE = {{\bf (Invited paper)}},
PAGES = {2124-2129},
KEYWORDS = {Optimization, Perturbation analysis, Social influence, Social networks, Stochastic matrices},
PDF = {http://ee.usc.edu/mihailo/papers/farzhalinjovCDC14.pdf}
}


5. J. W. Nichols and M. R. Jovanovic. Input-output analysis of high-speed jet noise. In Proceedings of the 2014 Summer Program, Center for Turbulence Research, Stanford University/NASA, pages 251-260, 2014. Keyword(s): Acoustics, Flow modeling and control, Input-output analysis, Jet noise.
@INPROCEEDINGS{nicjovCTR14,
AUTHOR = {J. W. Nichols and M. R. Jovanovi\'c},
TITLE = {Input-output analysis of high-speed jet noise},
BOOKTITLE = {Proceedings of the 2014 Summer Program},
YEAR = {2014},
ADDRESS = {Center for Turbulence Research, Stanford University/NASA},
PAGES = {251-260},
KEYWORDS = {Acoustics, Flow modeling and control, Input-output analysis, Jet noise},
PDF = {http://ee.usc.edu/mihailo/papers/nicjovCTR14.pdf}
}


6. X. Wu, F. Dörfler, and M. R. Jovanovic. Analysis and design trade-offs for power network inter-area oscillations. In Proceedings of the 21st International Symposium on Mathematical Theory of Network and Systems, Groningen, The Netherlands, pages 657-663, 2014. Note: (Invited paper). Keyword(s): Performance of large-scale networks, Power networks, Sparsity-promoting optimal control, Wide-area control.
@INPROCEEDINGS{wudorjovMTNS14,
AUTHOR = {X. Wu and F. D\"orfler and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 21st International Symposium on Mathematical Theory of Network and Systems},
TITLE = {Analysis and design trade-offs for power network inter-area oscillations},
YEAR = {2014},
NOTE = {{\bf (Invited paper)}},
PAGES = {657-663},
KEYWORDS = {Performance of large-scale networks, Power networks, Sparsity-promoting optimal control, Wide-area control},
PDF = {http://ee.usc.edu/mihailo/papers/wudorjovMTNS14.pdf}
}


7. X. Wu and M. R. Jovanovic. Sparsity-promoting optimal control of consensus and synchronization networks. In Proceedings of the 2014 American Control Conference, Portland, OR, pages 2948-2953, 2014. Keyword(s): Consensus, Distributed control, Oscillator networks, Sparse graphs, Synchronization.
@INPROCEEDINGS{wujovACC14,
AUTHOR = {X. Wu and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 2014 American Control Conference},
TITLE = {Sparsity-promoting optimal control of consensus and synchronization networks},
YEAR = {2014},
PAGES = {2948-2953},
KEYWORDS = {Consensus, Distributed control, Oscillator networks, Sparse graphs, Synchronization},
PDF = {http://ee.usc.edu/mihailo/papers/wujovACC14.pdf}
}


8. 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 1680-1685, 2014. Note: (Invited paper; Finalist, Best Student Paper Award). Keyword(s): Alternating direction method of multipliers, Convex optimization, Flow modeling and control, Low-rank approximation, Matrix completion problems, Nuclear norm regularization, Structured covariances.
@INPROCEEDINGS{zarjovgeoACC14,
AUTHOR = {A. Zare and M. R. Jovanovi\'c and T. T. Georgiou},
BOOKTITLE = {Proceedings of the 2014 American Control Conference},
TITLE = {Completion of partially known turbulent flow statistics},
YEAR = {2014},
PAGES = {1680-1685},
NOTE = {{\bf (Invited paper; Finalist, Best Student Paper Award)}},
KEYWORDS = {Alternating direction method of multipliers, Convex optimization, Flow modeling and control, Low-rank approximation, Matrix completion problems, Nuclear norm regularization, Structured covariances},
PDF = {http://ee.usc.edu/mihailo/papers/zarjovgeoACC14.pdf}
}


9. A. Zare, M. R. Jovanovic, and T. T. Georgiou. Completion of partially known turbulent flow statistics via convex optimization. In Proceedings of the 2014 Summer Program, Center for Turbulence Research, Stanford University/NASA, pages 345-354, 2014. Keyword(s): Convex optimization, Flow modeling and control, Low-rank approximation, Matrix completion problems, Nuclear norm regularization, Structured covariances.
@INPROCEEDINGS{zarjovgeoCTR14,
AUTHOR = {A. Zare and M. R. Jovanovi\'c and T. T. Georgiou},
TITLE = {Completion of partially known turbulent flow statistics via convex optimization},
BOOKTITLE = {Proceedings of the 2014 Summer Program},
YEAR = {2014},
ADDRESS = {Center for Turbulence Research, Stanford University/NASA},
PAGES = {345-354},
KEYWORDS = {Convex optimization, Flow modeling and control, Low-rank approximation, Matrix completion problems, Nuclear norm regularization, Structured covariances},
PDF = {http://ee.usc.edu/mihailo/papers/zarjovgeoCTR14.pdf}
}


10. D. M. Zoltowski, N. K. Dhingra, F. Lin, and M. R. Jovanovic. Sparsity-promoting optimal control of spatially-invariant systems. In Proceedings of the 2014 American Control Conference, Portland, OR, pages 1261-1266, 2014. Keyword(s): Architectural issues in distributed control design, Cardinality minimization, Convex optimization, Distributed control, Sparsity-promoting optimal control, Spatially-invariant systems.
@INPROCEEDINGS{zoldhilinjovACC14,
AUTHOR = {D. M. Zoltowski and N. K. Dhingra and F. Lin and M. R. Jovanovi\'c},
BOOKTITLE = {Proceedings of the 2014 American Control Conference},
TITLE = {Sparsity-promoting optimal control of spatially-invariant systems},
YEAR = {2014},
PAGES = {1261-1266},
KEYWORDS = {Architectural issues in distributed control design, Cardinality minimization, Convex optimization, Distributed control, Sparsity-promoting optimal control, Spatially-invariant systems},
PDF = {http://ee.usc.edu/mihailo/papers/zoldhilinjovACC14.pdf}
}


 Book chapters
1. M. R. Jovanovic. Vehicular Chains. In J. Baillieul and T. Samad, editors, Encyclopedia of Systems and Control, pages 1-10. Springer-Verlag London, 2014. Note: Doi:10.1007/978-1-4471-5102-9_221-1. Keyword(s): Control of vehicular formations, Large-scale networks, Fundamental limitations.
@INCOLLECTION{jovEC14,
AUTHOR = {M. R. Jovanovi\'c},
EDITOR = {J. Baillieul and T. Samad},
TITLE = {Vehicular Chains},
BOOKTITLE = {Encyclopedia of Systems and Control},
PUBLISHER = {Springer-Verlag London},
NOTE = {doi:10.1007/978-1-4471-5102-9_221-1},
YEAR = {2014},
PAGES = {1-10},
KEYWORDS = {Control of vehicular formations, Large-scale networks, Fundamental limitations},
PDF = {http://ee.usc.edu/mihailo/papers/jovESC14.pdf}
}


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