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@inproceedings{bamjovmitCDC08, author = {B. Bamieh and M. R. Jovanović and P. Mitra and S. Patterson}, title = {Effect of topological dimension on rigidity of vehicle formations: fundamental limitations of local feedback}, booktitle = {Proceedings of the 47th IEEE Conference on Decision and Control}, year = {2008}, pages = {369-374} }
B. Bamieh, M. R. Jovanovi'c, P. Mitra and S. Patterson,
@article{bamjovmitpat12, author = {B. Bamieh and M. R. Jovanović and P. Mitra and S. Patterson}, title = {Coherence in large-scale networks: dimension dependent limitations of local feedback}, journal = {IEEE Trans. Automat. Control}, year = {2012}, volume = {57}, number = {9}, pages = {2235-2249}, note = {
B. K. Lieu,
@phdthesis{binh-phd14, author = {B. K. Lieu}, title = {Dynamics and control of Newtonian and viscoelastic fluids}, school = {University of Minnesota}, year = {2014}, pdf = {https://viterbi-web.usc.edu/~mihailo/theses/BinhLieu-PhD.pdf} }
N. A. Cebasek and M. R. Jovanovi'c,
@inproceedings{cebjov97, author = {N. A. Cebasek and M. R. Jovanović}, title = {PWM control of hydraulic cylinder and axial piston hydraulic motor}, booktitle = {Proceedings of the 5th Triennial International Symposium on Fluid Control, Measurement and Visualization}, year = {1997}, volume = {1}, pages = {361-366} }
Y. Chen, M. R. Jovanovi'c and T. T. Georgiou,
@inproceedings{chejovgeoCDC13, author = {Y. Chen and M. R. Jovanović and T. T. Georgiou}, title = {State covariances and the matrix completion problem}, booktitle = {Proceedings of the 52nd IEEE Conference on Decision and Control}, year = {2013}, pages = {1702-1707} }
M. Colombino, N. K. Dhingra, M. R. Jovanovi'c, A. Rantzer and R. S. Smith,
@inproceedings{coldhijovransmiMTNS16, author = {M. Colombino and N. K. Dhingra and M. R. Jovanović and A. Rantzer and R. S. Smith}, title = {On the optimal control problem for a class of monotone bilinear systems}, booktitle = {Proceedings of the 22nd International Symposium on Mathematical Theory of Network and Systems}, year = {2016}, pages = {411-413}, note = {(Invited paper)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/coldhijovransmiMTNS16.pdf} }
M. Colombino, N. Dhingra, M. R. Jovanovi'c and R. S. Smith,
@inproceedings{coldhijovsmiCDC16, author = {M. Colombino and N.K. Dhingra and M. R. Jovanović and R. S. Smith}, title = {Convex reformulation of a robust optimal control problem for a class of positive systems}, booktitle = {Proceedings of the 55th IEEE Conference on Decision and Control}, year = {2016}, pages = {5263-5268}, note = {(Invited paper)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/coldhijovsmiCDC16.pdf} }
J. Cortes, M. Egerstedt and M. R. Jovanovi'c,
@article{coregejovCSM19, author = {J. Cortes and M. Egerstedt and M. R. Jovanović}, title = {The inaugural CDC soccer cup}, journal = {IEEE Control Syst. Mag.}, year = {2019}, volume = {39}, number = {3}, pages = {17-39}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/coregejovCSM19.pdf} }
D. Debeljkovi'c and M. R. Jovanovi'c,
@inproceedings{debjov96, author = {D. Debeljković and M. R. Jovanović}, title = {Time continuous control design for linear singular systems on finite time interval}, booktitle = {Proceedings of the 40th ETRAN Conference}, year = {1996}, volume = {1}, pages = {454-457} }
D. Debeljkovi'c and M. R. Jovanovi'c,
@article{debjov97, author = {D. Debeljković and M. R. Jovanović}, title = {Non-Lyapunov stability consideration of linear descriptor systems operating under perturbing forces}, journal = {Advances in Modeling and Analysis}, year = {1997}, volume = {49}, number = {1-2}, pages = {1-8} }
D. Deka, A. Zare, A. Lokhov, M. R. Jovanovi'c and M. Chertkov,
@inproceedings{dekzarlokjovcheGSIP17, author = {D. Deka and A. Zare and A. Lokhov and M. R. Jovanović and M. Chertkov}, title = {State and noise covariance estimation in power grids using limited nodal PMUs}, booktitle = {Proceedings of the 5th IEEE Global Conference on Signal and Information Processing}, year = {2017}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dekzarlokjovcheGSIP17.pdf} }
N. K. Dhingra, M. Colombino and M. R. Jovanovi'c,
@inproceedings{dhicoljovCDC16, author = {N. K. Dhingra and M. Colombino and M. R. Jovanović}, title = {Leader selection in directed networks}, booktitle = {Proceedings of the 55th IEEE Conference on Decision and Control}, year = {2016}, pages = {2715-2720}, note = {(Invited paper)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhicoljovCDC16.pdf} }
N. K. Dhingra, M. Colombino and M. R. Jovanovi'c,
@inproceedings{dhicoljovECC16, author = {N. K. Dhingra and M. Colombino and M. R. Jovanović}, title = {On the convexity of a class of structured optimal control problems for positive systems}, booktitle = {Proceedings of the 2016 European Control Conference}, year = {2016}, pages = {825-830}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhicoljovECC16.pdf} }
N. K. Dhingra, M. Colombino, M. R. Jovanovi'c, A. Rantzer and R. S. Smith,
@article{dhicoljovransmiSCL16, author = {N. K. Dhingra and M. Colombino and M. R. Jovanović and A. Rantzer and R. S. Smith}, title = {On the optimal control problem for a class of monotone bilinear systems}, journal = {Syst. Control Lett.}, year = {2016}, note = {submitted; also arXiv:1611.09984}, pdf = {https://arxiv.org/abs/1611.09984} }
N. K. Dhingra, M. Colombino and M. R. Jovanovi'c,
@article{dhicoljovTCNS19, author = {N. K. Dhingra and M. Colombino and M. R. Jovanović}, title = {Structured decentralized control of positive systems with applications to combination drug therapy and leader selection in directed networks}, journal = {IEEE Trans. Control Netw. Syst.}, year = {2019}, volume = {6}, number = {1}, pages = {352-362}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhicoljovTCNS19.pdf} }
N. K. Dhingra and M. R. Jovanovi'c,
@inproceedings{dhijovACC15, author = {N. K. Dhingra and M. R. Jovanović}, title = {Convex synthesis of symmetric modifications to linear systems}, booktitle = {Proceedings of the 2015 American Control Conference}, year = {2015}, pages = {3583-3588}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhijovACC15.pdf} }
N. K. Dhingra and M. R. Jovanovi'c,
@inproceedings{dhijovACC16, author = {N. K. Dhingra and M. R. Jovanović}, title = {A method of multipliers algorithm for sparsity-promoting optimal control}, booktitle = {Proceedings of the 2016 American Control Conference}, year = {2016}, pages = {1942-1947}, note = {(Invited paper)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhijovACC16.pdf} }
N. K. Dhingra, M. R. Jovanovi'c and Z. Q. Luo,
@inproceedings{dhijovluoASI15, author = {N. K. Dhingra and M. R. Jovanović and Z. Q. Luo}, title = {Optimal sensor and actuator selection for large-scale dynamical systems}, booktitle = {Proceedings of the 2015 Asilomar Conference on Signals, Systems, and Computers}, year = {2015}, note = {to appear} }
N. K. Dhingra, M. R. Jovanovi'c and Z. Q. Luo,
@inproceedings{dhijovluoCDC14, author = {N. K. Dhingra and M. R. Jovanović 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}, pages = {4039-4044}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhijovluoCDC14.pdf} }
N. K. Dhingra, S. Z. Khong and M. R. Jovanovi'c,
@inproceedings{dhikhojovCDC17, author = {N. K. Dhingra and S. Z. Khong and M. R. Jovanović}, title = {A second order primal-dual algorithm for non-smooth convex composite optimization}, booktitle = {Proceedings of the 56th IEEE Conference on Decision and Control}, year = {2017}, pages = {2868-2873}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhikhojovCDC17.pdf} }
N. K. Dhingra, S. Z. Khong and M. R. Jovanovi'c,
@article{dhikhojovTAC17, author = {N. K. Dhingra and S. Z. Khong and M. R. Jovanović}, title = {A second order primal-dual method for nonsmooth convex composite optimization}, journal = {IEEE Trans. Automat. Control}, year = {2017}, note = {conditionally accepted; also arXiv:1709.01610}, pdf = {https://arxiv.org/abs/1709.01610} }
N. K. Dhingra, S. Z. Khong and M. R. Jovanovi'c,
@article{dhikhojovTAC19, author = {N. K. Dhingra and S. Z. Khong and M. R. Jovanović}, title = {The proximal augmented Lagrangian method for nonsmooth composite optimization}, journal = {IEEE Trans. Automat. Control}, year = {2019}, volume = {64}, number = {7}, pages = {2861-2868}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dhikhojovTAC19.pdf} }
N. K. Dhingra, F. Lin, M. Fardad and M. R. Jovanovi'c,
@inproceedings{dhilinfarjovIFAC12, author = {N. K. Dhingra and F. Lin and M. Fardad and M. R. Jovanović}, title = {On identifying sparse representations of consensus networks}, booktitle = {Preprints of the 3rd IFAC Workshop on Distributed Estimation and Control in Networked Systems}, year = {2012}, pages = {305-310}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/conference/2012/DhingraLinFardadJovanovicIFAC2012.pdf} }
N. K. Dhingra, X. Wu and M. R. Jovanovi'c,
@inproceedings{dhiwujovNOL16, author = {N. K. Dhingra and X. Wu and M. R. Jovanović}, title = {Sparsity-promoting optimal control of systems with invariances and symmetries}, booktitle = {Proceedings of the 10th IFAC Symposium on Nonlinear Control Systems}, year = {2016}, pages = {648-653} }
D. Ding, B. Hu, N. K. Dhingra and M. R. Jovanovi'c,
@inproceedings{dinhudhijovCDC18, author = {D. Ding and B. Hu and N. K. Dhingra and M. R. Jovanović}, title = {An exponentially convergent primal-dual algorithm for nonsmooth composite minimization}, booktitle = {Proceedings of the 57th IEEE Conference on Decision and Control}, year = {2018}, pages = {4927-4932}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dinhudhijovCDC18.pdf} }
D. Ding and M. R. Jovanovi'c,
@inproceedings{dinjovACC18, author = {D. Ding and M. R. Jovanović}, title = {A primal-dual Laplacian gradient flow dynamics for distributed resource allocation problems}, booktitle = {Proceedings of the 2018 American Control Conference}, year = {2018}, pages = {5316-5320}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dinjovACC18.pdf} }
D. Ding and M. R. Jovanovi'c,
@inproceedings{dinjovACC19, author = {D. Ding and M. R. Jovanović}, title = {Global exponential stability of primal-dual gradient flow dynamics based on the proximal augmented Lagrangian}, booktitle = {Proceedings of the 2019 American Control Conference}, year = {2019}, pages = {3414-3419}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dinjovACC19.pdf} }
D. Ding and M. R. Jovanovi'c,
@inproceedings{dinjovCDC20, author = {D. Ding and M. R. Jovanović}, title = {Global exponential stability of primal-dual gradient flow dynamics based on the proximal augmented Lagrangian: A Lyapunov-based approach}, booktitle = {Proceedings of the 59th IEEE Conference on Decision and Control}, year = {2020}, pages = {4836-4841}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dinjovCDC20.pdf} }
D. Ding and M. R. Jovanovi'c,
@article{dinjovLCSS19, author = {D. Ding and M. R. Jovanović}, title = {Global exponential stability of primal-dual gradient flow dynamics based on the proximal augmented Lagrangian: A Lyapunov-based approach}, journal = {IEEE Control Syst. Lett.}, year = {2019}, note = {submitted; also arXiv:1910.00783}, pdf = {https://arxiv.org/abs/1910.00783} }
D. Ding, X. Wei and M. R. Jovanovi'c,
@inproceedings{dinweijovCDC19, author = {D. Ding and X. Wei and M. R. Jovanović}, title = {Distributed robust statistical learning: Byzantine mirror descent}, booktitle = {Proceedings of the 58th IEEE Conference on Decision and Control}, year = {2019}, pages = {1822-1827}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dinweijovCDC19.pdf} }
D. Ding, X. Wei, Z. Yang, Z. Wang and M. R. Jovanovi'c,
@inproceedings{dinweiyanwanjovAISTATS21, author = {D. Ding and X. Wei and Z. Yang and Z. Wang and M. R. Jovanović}, title = {Provably efficient safe exploration via primal-dual policy optimization}, booktitle = {24th International Conference on Artificial Intelligence and Statistics}, year = {2021}, note = {to appear} }
D. Ding, X. Wei, Z. Yang, Z. Wang and M. R. Jovanovi'c,
@inproceedings{dinweiyanwanjovICML20, author = {D. Ding and X. Wei and Z. Yang and Z. Wang and M. R. Jovanović}, title = {Provably efficient safe exploration via primal-dual policy optimization}, booktitle = {37th International Conference on Machine Learning}, year = {2020} }
D. Ding, X. Wei, Z. Yang, Z. Wang and M. R. Jovanovi'c,
@inproceedings{dinweiyanwanjovNIPS19, author = {D. Ding and X. Wei and Z. Yang and Z. Wang and M. R. Jovanović}, title = {Fast multi-agent temporal-difference learning via homotopy stochastic primal-dual method}, booktitle = {Optimization Foundations for Reinforcement Learning Workshop, 33rd Conference on Neural Information Processing Systems}, year = {2019}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dinweiyanwanjovNIPS19.pdf} }
D. Ding, X. Wei, Z. Yang, Z. Wang and M. R. Jovanovi'c,
@article{dinweiyanwanjovTAC20, author = {D. Ding and X. Wei and Z. Yang and Z. Wang and M. R. Jovanović}, title = {Fast multi-agent temporal-difference learning via homotopy stochastic primal-dual optimization}, journal = {IEEE Trans. Automat. Control}, year = {2020}, note = {submitted; also arXiv:1908.02805}, pdf = {https://arxiv.org/abs/1908.02805} }
D. Ding, X. Wei, H. Yu and M. R. Jovanovi'c,
@inproceedings{dinweiyujovACC21, author = {D. Ding and X. Wei and H. Yu and M. R. Jovanović}, title = {Byzantine-resilient distributed learning under constraints}, booktitle = {Proceedings of the 2021 American Control Conference}, year = {2021}, note = {to appear} }
D. Ding, J. Yuan and M. R. Jovanovi'c,
@inproceedings{dinyuajovACC21, author = {D. Ding and J. Yuan and M. R. Jovanović}, title = {Discounted online Newton method for time-varying time series prediction}, booktitle = {Proceedings of the 2021 American Control Conference}, year = {2021}, note = {to appear} }
D. Ding, K. Zhang, T. Bac{s}ar and M. R. Jovanovi'c,
@inproceedings{dinzhabasjovNIPS20, author = {D. Ding and K. Zhang and T. Başar and M. R. Jovanović}, title = {Natural policy gradient primal-dual method for constrained Markov decision processes}, booktitle = {Proceedings of the 34th Conference on Neural Information Processing Systems}, year = {2020}, volume = {33}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dinzhabasjovNIPS20.pdf} }
F. D"orfler, M. R. Jovanovi'c, M. Chertkov and F. Bullo,
@inproceedings{dorjovchebulACC13, author = {F. Dörfler and M. R. Jovanović and M. Chertkov and F. Bullo}, title = {Sparse and optimal wide-area damping control in power networks}, booktitle = {Proceedings of the 2013 American Control Conference}, year = {2013}, pages = {4295-4300}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dorjovchebulACC13.pdf} }
F. D"orfler, M. R. Jovanovi'c, M. Chertkov and F. Bullo,
@article{dorjovchebulTPS14, author = {F. Dörfler and M. R. Jovanović and M. Chertkov and F. Bullo}, title = {Sparsity-promoting optimal wide-area control of power networks}, journal = {IEEE Trans. Power Syst.}, year = {2014}, volume = {29}, number = {5}, pages = {2281-2291}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dorjovchebulTPS14.pdf} }
A. Dwivedi, G. V. Candler and M. R. Jovanovi'c,
@inproceedings{dwicanjovACC20, author = {A. Dwivedi and G. V. Candler and M. R. Jovanović}, title = {A frequency domain analysis of compressible linearized Navier-Stokes equations in a hypersonic compression ramp flow}, booktitle = {Proceedings of the 2020 American Control Conference}, year = {2020}, pages = {4325-4330}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dwicanjovACC20.pdf} }
A. Dwivedi, N. Hildebrand, J. W. Nichols, G. V. Candler and M. R. Jovanovi'c,
@article{dwihilniccanjovPRF20, author = {A. Dwivedi and N. Hildebrand and J. W. Nichols and G. V. Candler and M. R. Jovanović}, title = {Transient growth analysis of oblique shock wave/boundary-layer interactions at Mach 5.92}, journal = {Phys. Rev. Fluids}, year = {2020}, volume = {5}, number = {6}, pages = {063904 (20 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dwihilniccanjovPRF20.pdf} }
A. Dwivedi, J. W. Nichols, M. R. Jovanovi'c and G. V. Candler,
@inproceedings{dwinicjovcanAIAA17, author = {A. Dwivedi and J. W. Nichols and M. R. Jovanović and G. V. Candler}, title = {Optimal spatial growth of streaks in oblique shock/boundary layer interaction}, booktitle = {Proceedings of the 47th AIAA Fluid Dynamics Conference}, year = {2017}, pages = {4163 (17 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dwinicjovcanAIAA17.pdf} }
A. Dwivedi, G. S. Sidharth, G. V. Candler, J. W. Nichols and M. R. Jovanovi'c,
@inproceedings{dwisidcannicjovAIAA18, author = {A. Dwivedi and G. S. Sidharth and G. V. Candler and J. W. Nichols and M. R. Jovanović}, title = {Input-output analysis of shock boundary layer interaction}, booktitle = {Proceedings of the 48th AIAA Fluid Dynamics Conference}, year = {2018}, pages = {3220 (17 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dwisidcannicjovAIAA18.pdf} }
A. Dwivedi, G. S. Sidharth, J. W. Nichols, G. V. Candler and M. R. Jovanovi'c,
@article{dwisidniccanjovJFM19, author = {A. Dwivedi and G. S. Sidharth and J. W. Nichols and G. V. Candler and M. R. Jovanović}, title = {Reattachment vortices in hypersonic compression ramp flow: an input-output analysis}, journal = {J. Fluid Mech.}, year = {2019}, volume = {880}, pages = {113-135}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/dwisidniccanjovJFM19.pdf} }
B. F. Farrell, D. F. Gayme, P. J. Ioannou, B. K. Lieu and M. R. Jovanovi'c,
@inproceedings{fargayioaliejovCTR12, author = {B. F. Farrell and D. F. Gayme and P. J. Ioannou and B. K. Lieu and M. R. Jovanović}, title = {Dynamics of the roll and streak structure in transition and turbulence}, booktitle = {Proceedings of the 2012 Summer Program}, year = {2012}, pages = {43-54} }
M. Fardad and M. R. Jovanovi'c,
@inproceedings{farjovACC14, author = {M. Fardad and M. R. Jovanović}, title = {On the design of optimal structured and sparse feedback gains using semidefinite programming}, booktitle = {Proceedings of the 2014 American Control Conference}, year = {2014}, pages = {2438-2443} }
M. Fardad and M. R. Jovanovi'c,
@article{farjovAUT11, author = {M. Fardad and M. R. Jovanović}, title = {Design of optimal controllers for spatially invariant systems with finite communication speed}, journal = {Automatica}, year = {2011}, volume = {47}, number = {5}, pages = {880-889}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/farjovAUT11.pdf} }
M. Fardad, M. R. Jovanovi'c and B. Bamieh,
@article{farjovbam08, author = {M. Fardad and M. R. Jovanović and B. Bamieh}, title = {Frequency analysis and norms of distributed spatially periodic systems}, journal = {IEEE Trans. Automat. Control}, year = {2008}, volume = {53}, number = {10}, pages = {2266-2279}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/tac08periodic.pdf} }
M. Fardad and M. R. Jovanovi'c,
@inproceedings{farjovCDC08, author = {M. Fardad and M. R. Jovanović}, title = {On the state-space design of optimal controllers for distributed systems with finite communication speed}, booktitle = {Proceedings of the 47th IEEE Conference on Decision and Control}, year = {2008}, pages = {5488-5493}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/farjovCDC08.pdf} }
M. Fardad, M. R. Jovanovi'c and M. V. Salapaka,
@inproceedings{farjovsalACC09, author = {M. Fardad and M. R. Jovanović and M. V. Salapaka}, title = {Damping mechanisms in dynamic mode atomic force microscopy applications}, booktitle = {Proceedings of the 2009 American Control Conference}, year = {2009}, pages = {2272-2277} }
M. Fardad, F. Lin and M. R. Jovanovi'c,
@inproceedings{farlinjovACC11, author = {M. Fardad and F. Lin and M. R. Jovanović}, title = {Sparsity-promoting optimal control for a class of distributed systems}, booktitle = {Proceedings of the 2011 American Control Conference}, year = {2011}, pages = {2050-2055}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/farlinjovACC11.pdf} }
M. Fardad, F. Lin and M. R. Jovanovi'c,
@inproceedings{farlinjovACC12, author = {M. Fardad and F. Lin and M. R. Jovanović}, title = {On the optimal synchronization of oscillator networks via sparse interconnection graphs}, booktitle = {Proceedings of the 2012 American Control Conference}, year = {2012}, pages = {4777-4782} }
M. Fardad, F. Lin and M. R. Jovanovi'c,
@inproceedings{farlinjovACC14, author = {M. Fardad and F. Lin and M. R. Jovanović}, title = {On optimal link creation for facilitation of consensus in social networks}, booktitle = {Proceedings of the 2014 American Control Conference}, year = {2014}, pages = {3802-3807} }
M. Fardad, F. Lin and M. R. Jovanovi'c,
@inproceedings{farlinjovCDC09, author = {M. Fardad and F. Lin and M. R. Jovanović}, title = {On the optimal design of structured feedback gains for interconnected systems}, booktitle = {Proceedings of the 48th IEEE Conference on Decision and Control}, year = {2009}, pages = {978-983} }
M. Fardad, F. Lin and M. R. Jovanovi'c,
@inproceedings{farlinjovCDC10, author = {M. Fardad and F. Lin and M. R. Jovanović}, title = {On the dual decomposition of linear quadratic optimal control problems for vehicular formations}, booktitle = {Proceedings of the 49th IEEE Conference on Decision and Control}, year = {2010}, pages = {6287-6292} }
M. Fardad, F. Lin and M. R. Jovanovi'c,
@inproceedings{farlinjovCDC11, author = {M. Fardad and F. Lin and M. R. Jovanović}, title = {Algorithms for leader selection in large dynamical networks: noise-free leaders}, booktitle = {Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference}, year = {2011}, pages = {7188-7193}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/farlinjovCDC11.pdf} }
M. Fardad, F. Lin and M. R. Jovanovi'c,
@article{farlinjovTAC14sync, author = {M. Fardad and F. Lin and M. R. Jovanović}, title = {Design of optimal sparse interconnection graphs for synchronization of oscillator networks}, journal = {IEEE Trans. Automat. Control}, year = {2014}, volume = {59}, number = {9}, pages = {2457-2462}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/farlinjovTAC14sync.pdf} }
M. Fardad, F. Lin, X. Zhang and M. R. Jovanovi'c,
@inproceedings{farlinzhajovACC13, author = {M. Fardad and F. Lin and X. Zhang and M. R. Jovanović}, title = {On new characterizations of social influence in social networks}, booktitle = {Proceedings of the 2013 American Control Conference}, year = {2013}, pages = {4784-4789} }
M. Fardad, X. Zhang, F. Lin and M. R. Jovanovi'c,
@inproceedings{farzhalinjovCDC12, author = {M. Fardad and X. Zhang and F. Lin and M. R. Jovanović}, title = {On the optimal dissemination of information in social networks}, booktitle = {Proceedings of the 51th IEEE Conference on Decision and Control}, year = {2012}, pages = {2539-2544}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/conference/2012/FardadZhangLinJovanovicCDC2012.pdf} }
M. Fardad, X. Zhang, F. Lin and M. R. Jovanovi'c,
@inproceedings{farzhalinjovCDC14, author = {M. Fardad and X. Zhang and F. Lin and M. R. Jovanović}, title = {On the properties of optimal weak links in consensus networks}, booktitle = {Proceedings of the 53rd IEEE Conference on Decision and Control}, year = {2014}, pages = {2124-2129}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/farzhalinjovCDC14.pdf} }
F. Lin,
@phdthesis{fu-phd12, author = {F. Lin}, title = {Structure identification and optimal design of large-scale networks of dynamical systems}, school = {University of Minnesota}, year = {2012}, pdf = {https://viterbi-web.usc.edu/~mihailo/theses/FuLin-PhD.pdf} }
G. Hariharan,
@phdthesis{gokul-phd20, author = {G. Hariharan}, title = {Transition to elastic turbulence in channel flows}, school = {University of Minnesota}, year = {2020}, pdf = {https://viterbi-web.usc.edu/~mihailo/theses/GokulHariharan-PhD.pdf} }
C. Grussler, A. Zare, M. R. Jovanovi'c and A. Rantzer,
@inproceedings{gruzarjovranCDC16, author = {C. Grussler and A. Zare and M. R. Jovanović and A. Rantzer}, title = {The use of the r* heuristic in covariance completion problems}, booktitle = {Proceedings of the 55th IEEE Conference on Decision and Control}, year = {2016}, pages = {1978-1983}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/gruzarjovranCDC16.pdf} }
M. Chertkov, M. R. Jovanovi'c, B. Lesieutre, S. Low, P. van Hentenryck and L. Wehenkel,
@article{guestTCNS19, author = {M. Chertkov and M. R. Jovanović and B. Lesieutre and S. Low and P. van Hentenryck and L. Wehenkel}, title = {Guest Editorial Special Issue on Analysis, Control, and Optimization of Energy Networks}, journal = {IEEE Trans. Control Netw. Syst.}, year = {2019}, volume = {6}, number = {3}, pages = {922-924}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/guestTCNS19.pdf} }
G. Hariharan, M. R. Jovanovi'c and S. Kumar,
@inproceedings{harjovkumACC18, author = {G. Hariharan and M. R. Jovanović and S. Kumar}, title = {Spatio-temporal impulse responses in channel flow of viscoelastic fluids}, booktitle = {Proceedings of the 2018 American Control Conference}, year = {2018}, pages = {2857-2862}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/harjovkumACC18.pdf} }
G. Hariharan, M. R. Jovanovi'c and S. Kumar,
@article{harjovkumJNNFM18, author = {G. Hariharan and M. R. Jovanović and S. Kumar}, title = {Amplification of localized body forces in channel flows of viscoelastic fluids}, journal = {J. Non-Newtonian Fluid Mech.}, year = {2018}, volume = {260}, pages = {40-53}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/harjovkumJNNFM18.pdf} }
G. Hariharan, M. R. Jovanovi'c and S. Kumar,
@article{harjovkumJNNFM21, author = {G. Hariharan and M. R. Jovanović and S. Kumar}, title = {Localized stress amplification in inertialess channel flows of viscoelastic fluids}, journal = {J. Non-Newtonian Fluid Mech.}, year = {2021}, note = {doi:10.1016/j.jnnfm.2021.104514}, doi = {https://doi.org/10.1016/j.jnnfm.2021.104514}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/harjovkumJNNFM21.pdf} }
G. Hariharan, S. Kumar and M. R. Jovanovi'c,
@article{harkumjovJCP21, author = {G. Hariharan and S. Kumar and M. R. Jovanović}, title = {Well-conditioned ultraspherical and spectral integration methods for resolvent analysis of channel flows of Newtonian and viscoelastic fluids}, journal = {J. Comput. Phys.}, year = {2021}, note = {doi:10.1016/j.jcp.2021.110241; also arXiv:2005.04493}, doi = {https://doi.org/10.1016/j.jcp.2021.110241}, pdf = {https://arxiv.org/abs/2005.04493} }
N. Hildebrand, A. Dwivedi, J. W. Nichols, G. V. Candler and M. R. Jovanovi'c,
@inproceedings{hildwiniccanjovAIAA17, author = {N. Hildebrand and A. Dwivedi and J. W. Nichols and G. V. Candler and M. R. Jovanović}, title = {Sensitivity analysis for the control of oblique shock wave/laminar boundary layer interactions at Mach 5.92}, booktitle = {Proceedings of the 47th AIAA Fluid Dynamics Conference}, year = {2017}, pages = {4312 (14 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/hildwiniccanjovAIAA17.pdf} }
N. Hildebrand, A. Dwivedi, J. W. Nichols, M. R. Jovanovi'c and G. V. Candler,
@article{hildwinicjovcanPRF18, author = {N. Hildebrand and A. Dwivedi and J. W. Nichols and M. R. Jovanović and G. V. Candler}, title = {Simulation and stability analysis of oblique shock wave/boundary layer interactions at Mach 5.92}, journal = {Phys. Rev. Fluids}, year = {2018}, volume = {3}, number = {1}, pages = {013906 (23 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/hildwinicjovcanPRF18.pdf} }
N. Hildebrand, A. Dwivedi, G. S. Sidharth, J. W. Nichols, M. R. Jovanovi'c and G. V. Candler,
@inproceedings{hildwisidnicjovcanIUTAM19, author = {N. Hildebrand and A. Dwivedi and G. S. Sidharth and J. W. Nichols and M. R. Jovanović and G. V. Candler}, title = {Instabilities in laminar shock boundary layer interactions}, booktitle = {Proceedings of the 2019 IUTAM Symposium on Laminar-Turbulent Transition}, year = {2019}, note = {to appear} }
N. Hildebrand, J. W. Nichols, G. V. Candler and M. R. Jovanovi'c,
@inproceedings{hilniccanjovAIAA18, author = {N. Hildebrand and J. W. Nichols and G. V. Candler and M. R. Jovanović}, title = {Transient growth in oblique shock wave/laminar boundary layer interactions at Mach 5.92}, booktitle = {Proceedings of the 48th AIAA Fluid Dynamics Conference}, year = {2018}, pages = {3221 (17 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/hilniccanjovAIAA18.pdf} }
N. Hoda, M. R. Jovanovi'c and S. Kumar,
@inproceedings{hodjovkumCDC08, author = {N. Hoda and M. R. Jovanović and S. Kumar}, title = {Input-output analysis of the 2D/3C model in channel flows of viscoelastic fluids}, booktitle = {Proceedings of the 47th IEEE Conference on Decision and Control}, year = {2008}, pages = {841-846}, note = {(Invited paper)} }
N. Hoda, M. R. Jovanovi'c and S. Kumar,
@article{hodjovkumJFM08, author = {N. Hoda and M. R. Jovanović and S. Kumar}, title = {Energy amplification in channel flows of viscoelastic fluids}, journal = {J. Fluid Mech.}, year = {2008}, volume = {601}, pages = {407-424}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jfm08.pdf} }
N. Hoda, M. R. Jovanovi'c and S. Kumar,
@article{hodjovkumJFM09, author = {N. Hoda and M. R. Jovanović and S. Kumar}, title = {Frequency responses of streamwise-constant perturbations in channel flows of Oldroyd-B fluids}, journal = {J. Fluid Mech.}, year = {2009}, volume = {625}, pages = {411-434}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jfm09.pdf} }
J. Jeun, J. W. Nichols and M. R. Jovanovi'c,
@inproceedings{jeunicjovAIAA16, author = {J. Jeun and J. W. Nichols and M. R. Jovanović}, title = {Input-output analysis of heated axisymmetric turbulent jets}, booktitle = {Proceedings of the 22nd AIAA/CEAS Aeroacoustics Conference}, year = {2016}, pages = {2934 (13 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jeunicjovAIAA16.pdf} }
J. Jeun, J. W. Nichols and M. R. Jovanovi'c,
@article{jeunicjovPOF16, author = {J. Jeun and J. W. Nichols and M. R. Jovanović}, title = {Input-output analysis of high-speed axisymmetric isothermal jet noise}, journal = {Phys. Fluids}, year = {2016}, volume = {28}, number = {4}, pages = {047101 (20 pages)}, note = {
M. R. Jovanovi'c,
@inproceedings{jov98, author = {M. R. Jovanović}, title = {The jth order practical tracking}, booktitle = {Proceedings of the 6th International Conference on Systems, Automatic Control and Measurements}, year = {1998} }
M. R. Jovanovi'c,
@inproceedings{jovACC02, author = {M. R. Jovanović}, title = {Nonlinear control of an electrohydraulic velocity servosystem}, booktitle = {Proceedings of the 2002 American Control Conference}, year = {2002}, pages = {588-593}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc02.pdf} }
M. R. Jovanovi'c,
@inproceedings{jovACC05, author = {M. R. Jovanović}, title = {On the optimality of localized distributed controllers}, booktitle = {Proceedings of the 2005 American Control Conference}, year = {2005}, pages = {4583-4588}, note = {(Invited paper)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc05io.pdf} }
M. R. Jovanovi'c,
@inproceedings{jovACC06h2pert, author = {M. R. Jovanović}, title = {H_2 norm of linear time-periodic systems: a perturbation analysis}, booktitle = {Proceedings of the 2006 American Control Conference}, year = {2006}, pages = {1452-1457} }
M. R. Jovanovi'c,
@inproceedings{jovACC06two, author = {M. R. Jovanović}, title = {Turbulence suppression in channel flows by small amplitude transverse wall oscillations}, booktitle = {Proceedings of the 2006 American Control Conference}, year = {2006}, pages = {1161-1166}, note = {(Invited paper)} }
M. R. Jovanovi'c, M. Arcak and E. D. Sontag,
@inproceedings{jovarcsonACC07, author = {M. R. Jovanović and M. Arcak and E. D. Sontag}, title = {Remarks on the stability of spatially distributed systems with a cyclic interconnection structure}, booktitle = {Proceedings of the 2007 American Control Conference}, year = {2007}, pages = {2696-2701} }
M. R. Jovanovi'c, M. Arcak and E. D. Sontag,
@article{jovarcsonTAC08, author = {M. R. Jovanović and M. Arcak and E. D. Sontag}, title = {A passivity-based approach to stability of spatially distributed systems with a cyclic interconnection structure}, journal = {IEEE Trans. Automat. Control: Special Issue on Systems Biology}, year = {2008}, volume = {53}, pages = {75-86}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/tac08secant.pdf} }
M. R. Jovanovi'c,
@article{jovARFM21, author = {M. R. Jovanović}, title = {From bypass transition to flow control and data-driven turbulence modeling: An input-output viewpoint}, journal = {Annu. Rev. Fluid Mech.}, year = {2021}, volume = {53}, number = {1}, pages = {311-345}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jovARFM21.pdf} }
M. R. Jovanovi'c and B. Bamieh,
@inproceedings{jovbamACC01, author = {M. R. Jovanović and B. Bamieh}, title = {The spatio-temporal impulse response of the linearized Navier-Stokes equations}, booktitle = {Proceedings of the 2001 American Control Conference}, year = {2001}, pages = {1948-1953}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc01.pdf} }
M. R. Jovanovi'c and B. Bamieh,
@inproceedings{jovbamACC03fr-lnse, author = {M. R. Jovanović and B. Bamieh}, title = {Frequency domain analysis of the linearized Navier-Stokes equations}, booktitle = {Proceedings of the 2003 American Control Conference}, year = {2003}, pages = {3190-3195}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc03fr-lnse.pdf} }
M. R. Jovanovi'c and B. Bamieh,
@inproceedings{jovbamACC03lattice, author = {M. R. Jovanović and B. Bamieh}, title = {Lyapunov-based state-feedback distributed control of systems on lattices}, booktitle = {Proceedings of the 2003 American Control Conference}, year = {2003}, pages = {101-106}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc03lattice-state.pdf} }
M. R. Jovanovi'c and B. Bamieh,
@inproceedings{jovbamACC04, author = {M. R. Jovanović and B. Bamieh}, title = {Unstable modes versus non-normal modes in supercritical channel flows}, booktitle = {Proceedings of the 2004 American Control Conference}, year = {2004}, pages = {2245-2250}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc04fh.pdf} }
M. R. Jovanovi'c and B. Bamieh,
@inproceedings{jovbamCDC01, author = {M. R. Jovanović and B. Bamieh}, title = {Modelling flow statistics using the linearized Navier-Stokes equations}, booktitle = {Proceedings of the 40th IEEE Conference on Decision and Control}, year = {2001}, pages = {4944-4949}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/cdc01.pdf} }
M. R. Jovanovi'c and B. Bamieh,
@inproceedings{jovbamCDC03fr-exact, author = {M. R. Jovanović and B. Bamieh}, title = {Exact computation of frequency responses for a class of infinite dimensional systems}, booktitle = {Proceedings of the 42nd IEEE Conference on Decision and Control}, year = {2003}, pages = {1339-1344}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/cdc03fr-exact.pdf} }
M. R. Jovanovi'c and B. Bamieh,
@inproceedings{jovbamCDC03lattice, author = {M. R. Jovanović and B. Bamieh}, title = {Lyapunov-based output-feedback distributed control of systems on lattices}, booktitle = {Proceedings of the 42nd IEEE Conference on Decision and Control}, year = {2003}, pages = {1333-1338}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/cdc03lattice-out.pdf} }
M. R. Jovanovi'c and B. Bamieh,
@inproceedings{jovbamCDC04arc, author = {M. R. Jovanović and B. Bamieh}, title = {Architecture induced by distributed backstepping design}, booktitle = {Proceedings of the 43rd IEEE Conference on Decision and Control}, year = {2004}, pages = {3774-3779}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/cdc04arc.pdf} }
M. R. Jovanovi'c and B. Bamieh,
@inproceedings{jovbamCDC04platoons, author = {M. R. Jovanović and B. Bamieh}, title = {On the ill-posedness of certain vehicular platoon control problems}, booktitle = {Proceedings of the 43rd IEEE Conference on Decision and Control}, year = {2004}, pages = {3780-3785}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/cdc04platoons.pdf} }
M. R. Jovanovi'c, B. Bamieh and M. Grebeck,
@inproceedings{jovbamgreACC03, author = {M. R. Jovanović and B. Bamieh and M. Grebeck}, title = {Parametric resonance in spatially distributed systems}, booktitle = {Proceedings of the 2003 American Control Conference}, year = {2003}, pages = {119-124}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc03periodic.pdf} }
M. R. Jovanovi'c and B. Bamieh,
@article{jovbamJFM05, author = {M. R. Jovanović and B. Bamieh}, title = {Componentwise energy amplification in channel flows}, journal = {J. Fluid Mech.}, year = {2005}, volume = {534}, pages = {145-183}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jfm05.pdf} }
M. R. Jovanovi'c and B. Bamieh,
@article{jovbamSCL06, author = {M. R. Jovanović and B. Bamieh}, title = {A formula for frequency responses of distributed systems with one spatial variable}, journal = {Syst. Control Lett.}, year = {2006}, volume = {55}, number = {1}, pages = {27-37}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/scl06.pdf} }
M. R. Jovanovi'c and B. Bamieh,
@article{jovbamTAC05lattice, author = {M. R. Jovanović and B. Bamieh}, title = {Lyapunov-based distributed control of systems on lattices}, journal = {IEEE Trans. Automat. Control}, year = {2005}, volume = {50}, number = {4}, pages = {422-433}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/tac05lattice.pdf} }
M. R. Jovanovi'c and B. Bamieh,
@article{jovbamTAC05platoons, author = {M. R. Jovanović and B. Bamieh}, title = {On the ill-posedness of certain vehicular platoon control problems}, journal = {IEEE Trans. Automat. Control}, year = {2005}, volume = {50}, number = {9}, pages = {1307-1321}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/tac05platoons.pdf} }
M. R. Jovanovi'c and B. Bamieh,
@article{jovbamTAC07arc, author = {M. R. Jovanović and B. Bamieh}, title = {Architecture induced by distributed backstepping design}, journal = {IEEE Trans. Automat. Control}, year = {2007}, volume = {52}, number = {1}, pages = {108-113}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/tac07arc.pdf} }
M. R. Jovanovi'c and D. Debeljkovi'c,
@inproceedings{jovdeb96, author = {M. R. Jovanović and D. Debeljković}, title = {Stability of linear singular systems on finite time interval under perturbing forces}, booktitle = {Proceedings of the 40th ETRAN Conference}, year = {1996}, volume = {1}, pages = {451-453} }
M. R. Jovanovi'c and N. K. Dhingra,
@article{jovdhiEJC16, author = {M. R. Jovanović and N. K. Dhingra}, title = {Controller architectures: tradeoffs between performance and structure}, journal = {Eur. J. Control}, year = {2016}, volume = {30}, pages = {76-91}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jovdhiEJC16.pdf} }
M. R. Jovanovi'c,
@incollection{jovEC14, author = {M. R. Jovanović}, title = {Vehicular Chains}, booktitle = {Encyclopedia of Systems and Control}, publisher = {Springer-Verlag London}, year = {2014}, pages = {1-10}, note = {doi:10.1007/978-1-4471-5102-9221-1}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jovESC14.pdf} }
M. R. Jovanovi'c and M. Fardad,
@article{jovfarAUT08, author = {M. R. Jovanović and M. Fardad}, title = {H_2 norm of linear time-periodic systems: a perturbation analysis}, journal = {Automatica}, year = {2008}, volume = {44}, number = {8}, pages = {2090-2098}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/aut08h2pert.pdf} }
M. R. Jovanovi'c, J. M. Fowler, B. Bamieh and R. D'Andrea,
@article{jovfowbamdan08, author = {M. R. Jovanović and J. M. Fowler and B. Bamieh and R. D'Andrea}, title = {On the peaking phenomenon in the control of vehicular platoons}, journal = {Syst. Control Lett.}, year = {2008}, volume = {57}, number = {7}, pages = {528-537}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/scl08peaking.pdf} }
M. R. Jovanovi'c, J. M. Fowler, B. Bamieh and R. D'Andrea,
@inproceedings{jovfowbamdanACC04, author = {M. R. Jovanović and J. M. Fowler and B. Bamieh and R. D'Andrea}, title = {On avoiding saturation in the control of vehicular platoons}, booktitle = {Proceedings of the 2004 American Control Conference}, year = {2004}, pages = {2257-2262}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/acc04peaking.pdf} }
M. R. Jovanovi'c,
@article{jovIO10, author = {M. R. Jovanović}, title = {On the optimality of localized distributed controllers}, journal = {Int. J. Systems, Control and Communications}, year = {2010}, volume = {2}, number = {1/2/3}, pages = {82-99}, note = {Special issue on Information Processing and Decision Making in Distributed Control Systems}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jovIO10.pdf} }
M. R. Jovanovi'c and S. Kumar,
@inproceedings{jovkumACC09, author = {M. R. Jovanović and S. Kumar}, title = {Variance amplification in channel flows of strongly elastic polymer solutions}, booktitle = {Proceedings of the 2009 American Control Conference}, year = {2009}, pages = {842-847}, note = {(Invited paper)} }
M. R. Jovanovi'c and S. Kumar,
@inproceedings{jovkumACC10, author = {M. R. Jovanović and S. Kumar}, title = {Transient response of velocity fluctuations in inertialess channel flows of viscoelastic fluids}, booktitle = {Proceedings of the 2010 American Control Conference}, year = {2010}, pages = {5682-5687}, note = {(Invited paper)} }
M. R. Jovanovi'c and S. Kumar,
@article{jovkumJNNFM11, author = {M. R. Jovanović and S. Kumar}, title = {Nonmodal amplification of stochastic disturbances in strongly elastic channel flows}, journal = {J. Non-Newtonian Fluid Mech.}, year = {2011}, volume = {166}, number = {14-15}, pages = {755-778}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jovkumJNNFM11.pdf} }
M. R. Jovanovi'c and S. Kumar,
@article{jovkumPOF10, author = {M. R. Jovanović and S. Kumar}, title = {Transient growth without inertia}, journal = {Phys. Fluids}, year = {2010}, volume = {22}, number = {2}, pages = {023101 (19 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jovkumPOF10.pdf} }
M. R. Jovanovi'c and F. Lin,
@inproceedings{jovlinECC13, author = {M. R. Jovanović and F. Lin}, title = {Sparse quadratic regulator}, booktitle = {Proceedings of the 12th European Control Conference}, year = {2013}, pages = {1047-1052}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/jovlinECC13.pdf} }
M. R. Jovanovi'c, R. Moarref and D. You,
@inproceedings{jovmoayouCTR06, author = {M. R. Jovanović and R. Moarref and D. You}, title = {Turbulence suppression in channel flows by means of a streamwise traveling wave}, booktitle = {Proceedings of the 2006 Summer Program}, year = {2006}, pages = {481-494} }
M. R. Jovanovi'c,
@article{jovPOF08, author = {M. R. Jovanović}, title = {Turbulence suppression in channel flows by small amplitude transverse wall oscillations}, journal = {Phys. Fluids}, year = {2008}, volume = {20}, number = {1}, pages = {014101 (11 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/pof08.pdf} }
M. R. Jovanovi'c, P. J. Schmid and J. W. Nichols,
@inproceedings{jovschnicCTR12, author = {M. R. Jovanović and P. J. Schmid and J. W. Nichols}, title = {Low-rank and sparse dynamic mode decomposition}, booktitle = {Center for Turbulence Research Annual Research Briefs}, year = {2012}, pages = {139-152} }
M. R. Jovanovi'c, P. J. Schmid and J. W. Nichols,
@article{jovschnicPOF14, author = {M. R. Jovanović and P. J. Schmid and J. W. Nichols}, title = {Sparsity-promoting dynamic mode decomposition}, journal = {Phys. Fluids}, year = {2014}, volume = {26}, number = {2}, pages = {024103 (22 pages)}, note = {
D. V. Lazi'c, M. R. Jovanovi'c and M. R. Ristanovi'c,
@inproceedings{lazjovris98, author = {D. V. Lazić and M. R. Jovanović and M. R. Ristanović}, title = {Practical tracking of a hydraulic cylinder and an axial piston hydraulic motor}, booktitle = {Proceedings of Bath Workshop on Power Transmission and Motion Control}, year = {1998}, pages = {331-346} }
B. K. Lieu and M. R. Jovanovi'c,
@inproceedings{liejovACC12, author = {B. K. Lieu and M. R. Jovanović}, title = {Slow-fast decomposition of an inertialess flow of viscoelastic fluids}, booktitle = {Proceedings of the 2012 American Control Conference}, year = {2012}, pages = {4369-4374} }
B. K. Lieu and M. R. Jovanovi'c,
@inproceedings{liejovACC13, author = {B. K. Lieu and M. R. Jovanović}, title = {Model-based analysis of polymer drag reduction in a turbulent channel flow}, booktitle = {Proceedings of the 2013 American Control Conference}, year = {2013}, pages = {485-490}, note = {(Invited paper)} }
B. K. Lieu and M. R. Jovanovi'c,
@inproceedings{liejovCDC11, author = {B. K. Lieu and M. R. Jovanović}, title = {Computation of the frequency responses for distributed systems with one spatial variable}, booktitle = {Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference}, year = {2011}, pages = {6956-6961} }
B. K. Lieu and M. R. Jovanovi'c,
@inproceedings{liejovCTR12, author = {B. K. Lieu and M. R. Jovanović}, title = {Analysis of drag reduction by polymers in a turbulent channel flow}, booktitle = {Proceedings of the 2012 Summer Program}, year = {2012}, pages = {65-74} }
B. K. Lieu and M. R. Jovanovi'c,
@article{liejovJCP13, author = {B. K. Lieu and M. R. Jovanović}, title = {Computation of frequency responses for linear time-invariant PDEs on a compact interval}, journal = {J. Comput. Phys.}, year = {2013}, volume = {250}, pages = {246-269}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/liejovJCP13.pdf} }
B. K. Lieu, M. R. Jovanovic and S. Kumar,
@inproceedings{liejovkumIFAC11, author = {B. K. Lieu and M. R. Jovanovic and S. Kumar}, title = {Worst-case amplification of disturbances in inertialess flows of viscoelastic fluids}, booktitle = {Preprints of the 18th IFAC World Congress}, year = {2011}, pages = {14458-14463} }
B. K. Lieu, M. R. Jovanovi'c and S. Kumar,
@article{liejovkumJFM13, author = {B. K. Lieu and M. R. Jovanović and S. Kumar}, title = {Worst-case amplification of disturbances in inertialess Couette flow of viscoelastic fluids}, journal = {J. Fluid Mech.}, year = {2013}, volume = {723}, pages = {232-263}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/liejovkumJFM13.pdf} }
B. K. Lieu, R. Moarref and M. R. Jovanovi'c,
@inproceedings{liemoajovACC10, author = {B. K. Lieu and R. Moarref and M. R. Jovanović}, title = {Preventing transition to turbulence using streamwise traveling waves: direct numerical simulations}, booktitle = {Proceedings of the 2010 American Control Conference}, year = {2010}, pages = {3335-3340} }
B. K. Lieu, R. Moarref and M. R. Jovanovi'c,
@article{liemoajovJFM10, author = {B. K. Lieu and R. Moarref and M. R. Jovanović}, title = {Controlling the onset of turbulence by streamwise traveling waves. Part 2: Direct numerical simulations}, journal = {J. Fluid Mech.}, year = {2010}, volume = {663}, pages = {100-119}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/liemoajovJFM10.pdf} }
F. Lin, M. Fardad and M. R. Jovanovi'c,
@inproceedings{linfarjovACC10, author = {F. Lin and M. Fardad and M. R. Jovanović}, title = {On the optimal localized feedback design for vehicular platoons}, booktitle = {Proceedings of the 2010 American Control Conference}, year = {2010}, pages = {4622-4627} }
F. Lin, M. Fardad and M. R. Jovanovi'c,
@inproceedings{linfarjovACC12, author = {F. Lin and M. Fardad and M. R. Jovanović}, title = {Sparse feedback synthesis via the alternating direction method of multipliers}, booktitle = {Proceedings of the 2012 American Control Conference}, year = {2012}, pages = {4765-4770} }
F. Lin, M. Fardad and M. R. Jovanovi'c,
@inproceedings{linfarjovALL09, author = {F. Lin and M. Fardad and M. R. Jovanović}, title = {Synthesis of H_2 optimal static structured controllers: primal and dual formulations}, booktitle = {Proceedings of the 47th Annual Allerton Conference on Communication, Control, and Computing}, year = {2009}, pages = {340-346}, note = {(Invited paper)} }
F. Lin, M. Fardad and M. R. Jovanovi'c,
@inproceedings{linfarjovALL12, author = {F. Lin and M. Fardad and M. R. Jovanović}, title = {Identification of sparse communication graphs in consensus networks}, booktitle = {Proceedings of the 50th Annual Allerton Conference on Communication, Control, and Computing}, year = {2012}, pages = {85-89}, note = {(Invited paper)} }
F. Lin, M. Fardad and M. R. Jovanovi'c,
@inproceedings{linfarjovCDC10, author = {F. Lin and M. Fardad and M. R. Jovanović}, title = {On the optimal localized feedback design for multi-vehicle systems}, booktitle = {Proceedings of the 49th IEEE Conference on Decision and Control}, year = {2010}, pages = {5744-5749} }
F. Lin, M. Fardad and M. R. Jovanovi'c,
@inproceedings{linfarjovCDC11, author = {F. Lin and M. Fardad and M. R. Jovanović}, title = {Algorithms for leader selection in large dynamical networks: noise-corrupted leaders}, booktitle = {Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference}, year = {2011}, pages = {2932-2937}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/linfarjovCDC11.pdf} }
F. Lin, M. Fardad and M. R. Jovanovi'c,
@inproceedings{linfarjovCDC12, author = {F. Lin and M. Fardad and M. R. Jovanović}, title = {Performance of leader-follower networks in directed trees and lattices}, booktitle = {Proceedings of the 51th IEEE Conference on Decision and Control}, year = {2012}, pages = {734-739}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/conference/2012/LinFardadJovanovicCDC2012.pdf} }
F. Lin, M. Fardad and M. R. Jovanovi'c,
@article{linfarjovTAC11al, author = {F. Lin and M. Fardad and M. R. Jovanović}, title = {Augmented Lagrangian approach to design of structured optimal state feedback gains}, journal = {IEEE Trans. Automat. Control}, year = {2011}, volume = {56}, number = {12}, pages = {2923-2929}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/linfarjovTAC11auglag.pdf} }
F. Lin, M. Fardad and M. R. Jovanovi'c,
@article{linfarjovTAC12platoons, author = {F. Lin and M. Fardad and M. R. Jovanović}, title = {Optimal control of vehicular formations with nearest neighbor interactions}, journal = {IEEE Trans. Automat. Control}, year = {2012}, volume = {57}, number = {9}, pages = {2203-2218}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/linfarjovTAC12platoons.pdf} }
F. Lin, M. Fardad and M. R. Jovanovi'c,
@article{linfarjovTAC13admm, author = {F. Lin and M. Fardad and M. R. Jovanović}, title = {Design of optimal sparse feedback gains via the alternating direction method of multipliers}, journal = {IEEE Trans. Automat. Control}, year = {2013}, volume = {58}, number = {9}, pages = {2426-2431}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/linfarjovTAC13admm.pdf} }
F. Lin, M. Fardad and M. R. Jovanovi'c,
@article{linfarjovTAC14leaderselection, author = {F. Lin and M. Fardad and M. R. Jovanović}, title = {Algorithms for leader selection in stochastically forced consensus networks}, journal = {IEEE Trans. Automat. Control}, year = {2014}, volume = {59}, number = {7}, pages = {1789-1802}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/linfarjovTAC14LeaderSelection.pdf} }
F. Lin and M. R. Jovanovi'c,
@inproceedings{linjovACC07, author = {F. Lin and M. R. Jovanović}, title = {On the least-squares approximation of structured covariances}, booktitle = {Proceedings of the 2007 American Control Conference}, year = {2007}, pages = {2648-2653} }
F. Lin and M. R. Jovanovi'c,
@inproceedings{linjovACC08, author = {F. Lin and M. R. Jovanović}, title = {Energy amplification in a parallel Blasius boundary layer flow subject to free-stream turbulence}, booktitle = {Proceedings of the 2008 American Control Conference}, year = {2008}, pages = {3070-3075} }
F. Lin, M. R. Jovanovi'c and T. T. Georgiou,
@inproceedings{linjovgeoCDC13, author = {F. Lin and M. R. Jovanović and T. T. Georgiou}, title = {An ADMM algorithm for matrix completion of partially known state covariances}, booktitle = {Proceedings of the 52nd IEEE Conference on Decision and Control}, year = {2013}, pages = {1684-1689} }
F. Lin and M. R. Jovanovi'c,
@article{linjovTAC09, author = {F. Lin and M. R. Jovanović}, title = {Least-squares approximation of structured covariances}, journal = {IEEE Trans. Automat. Control}, year = {2009}, volume = {54}, number = {7}, pages = {1643-1648}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/linjovTAC09.pdf} }
M. R. Jovanovi'c,
@phdthesis{mj-phd04, author = {M. R. Jovanović}, title = {Modeling, analysis, and control of spatially distributed systems}, school = {University of California, Santa Barbara}, year = {2004}, pdf = {https://viterbi-web.usc.edu/~mihailo/theses/mj-thesis.pdf} }
R. Moarref, M. Fardad and M. R. Jovanovi'c,
@inproceedings{moafarjovACC08, author = {R. Moarref and M. Fardad and M. R. Jovanović}, title = {Perturbation analysis of eigenvalues of a class of self-adjoint operators}, booktitle = {Proceedings of the 2008 American Control Conference}, year = {2008}, pages = {955-960}, note = {(Invited paper)} }
R. Moarref and M. R. Jovanovi'c,
@inproceedings{moajovACC07, author = {R. Moarref and M. R. Jovanović}, title = {On using the streamwise traveling waves for variance suppression in channel flows}, booktitle = {Proceedings of the 2007 American Control Conference}, year = {2007}, pages = {2060-2065}, note = {
R. Moarref and M. R. Jovanovi'c,
@inproceedings{moajovACC08, author = {R. Moarref and M. R. Jovanović}, title = {Remarks on computing the H_2 norm of incompressible fluids using descriptor state-space formulation}, booktitle = {Proceedings of the 2008 American Control Conference}, year = {2008}, pages = {3064-3069} }
R. Moarref and M. R. Jovanovi'c,
@inproceedings{moajovACC10, author = {R. Moarref and M. R. Jovanović}, title = {Preventing transition to turbulence using streamwise traveling waves: theoretical analysis}, booktitle = {Proceedings of the 2010 American Control Conference}, year = {2010}, pages = {3329-3334} }
R. Moarref and M. R. Jovanovi'c,
@inproceedings{moajovACC12, author = {R. Moarref and M. R. Jovanović}, title = {Turbulent drag reduction by transverse wall oscillations}, booktitle = {Proceedings of the 2012 American Control Conference}, year = {2012}, pages = {3359-3364} }
R. Moarref and M. R. Jovanovi'c,
@inproceedings{moajovCDC06, author = {R. Moarref and M. R. Jovanović}, title = {Transition control using an array of streamwise vortices}, booktitle = {Proceedings of the 45th IEEE Conference on Decision and Control}, year = {2006}, pages = {107-112}, note = {(Invited paper)} }
R. Moarref and M. R. Jovanovi'c,
@article{moajovJFM10, author = {R. Moarref and M. R. Jovanović}, title = {Controlling the onset of turbulence by streamwise traveling waves. Part 1: Receptivity analysis}, journal = {J. Fluid Mech.}, year = {2010}, volume = {663}, pages = {70-99}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/moajovJFM10.pdf} }
R. Moarref and M. R. Jovanovi'c,
@article{moajovJFM12, author = {R. Moarref and M. R. Jovanović}, title = {Model-based design of transverse wall oscillations for turbulent drag reduction}, journal = {J. Fluid Mech.}, year = {2012}, volume = {707}, pages = {205-240}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/moajovJFM12.pdf} }
R. Moarref, M. R. Jovanovi'c, J. A. Tropp, A. S. Sharma and B. J. McKeon,
@article{moajovtroshamckPOF14, author = {R. Moarref and M. R. Jovanović and J. A. Tropp and A. S. Sharma and B. J. McKeon}, title = {A low-order decomposition of turbulent channel flow via resolvent analysis and convex optimization}, journal = {Phys. Fluids}, year = {2014}, volume = {26}, number = {5}, pages = {051701 (7 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/moajovtroshamckPOF14.pdf} }
R. Moarref, B. K. Lieu and M. R. Jovanovi'c,
@inproceedings{moaliejovACC11, author = {R. Moarref and B. K. Lieu and M. R. Jovanović}, title = {Spatially-localized optimal control of transition to turbulence}, booktitle = {Proceedings of the 2011 American Control Conference}, year = {2011}, pages = {3577-3582} }
R. Moarref, B. K. Lieu and M. R. Jovanovi'c,
@inproceedings{moaliejovCTR10, author = {R. Moarref and B. K. Lieu and M. R. Jovanović}, title = {Optimal localized control of transitional channel flow}, booktitle = {Proceedings of the 2010 Summer Program}, year = {2010}, pages = {107-118} }
S. Hassan-Moghaddam, N. K. Dhingra and M. R. Jovanovi'c,
@inproceedings{mogdhijovCDC16, author = {S. Hassan-Moghaddam and N. K. Dhingra and M. R. Jovanović}, title = {Topology identification of undirected consensus networks via sparse inverse covariance estimation}, booktitle = {Proceedings of the 55th IEEE Conference on Decision and Control}, year = {2016}, pages = {4624-4629}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogdhijovCDC16.pdf} }
S. Hassan-Moghaddam and M. R. Jovanovi'c,
@inproceedings{mogjovACC15, author = {S. Hassan-Moghaddam and M. R. Jovanović}, title = {An interior point method for growing connected resistive networks}, booktitle = {Proceedings of the 2015 American Control Conference}, year = {2015}, pages = {1223-1228}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovACC15.pdf} }
S. Hassan-Moghaddam and M. R. Jovanovi'c,
@inproceedings{mogjovACC18, author = {S. Hassan-Moghaddam and M. R. Jovanović}, title = {Distributed proximal augmented Lagrangian method for nonsmooth composite optimization}, booktitle = {Proceedings of the 2018 American Control Conference}, year = {2018}, pages = {2047-2052}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovACC18.pdf} }
S. Hassan-Moghaddam and M. R. Jovanovi'c,
@article{mogjovAUT21, author = {S. Hassan-Moghaddam and M. R. Jovanović}, title = {Proximal gradient flow and Douglas-Rachford splitting dynamics: global exponential stability via integral quadratic constraints}, journal = {Automatica}, year = {2021}, volume = {123}, pages = {109311 (7 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovAUT21.pdf} }
S. Hassan-Moghaddam and M. R. Jovanovi'c,
@inproceedings{mogjovCDC17, author = {S. Hassan-Moghaddam and M. R. Jovanović}, title = {Distributed design of optimal structured feedback gains}, booktitle = {Proceedings of the 56th IEEE Conference on Decision and Control}, year = {2017}, pages = {6586-6591}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovCDC17.pdf} }
S. Hassan-Moghaddam and M. R. Jovanovi'c,
@inproceedings{mogjovCDC18a, author = {S. Hassan-Moghaddam and M. R. Jovanović}, title = {On the exponential convergence rate of proximal gradient flow algorithms}, booktitle = {Proceedings of the 57th IEEE Conference on Decision and Control}, year = {2018}, pages = {4246-4251}, note = {(Invited paper)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovCDC18a.pdf} }
S. Hassan-Moghaddam and M. R. Jovanovi'c,
@inproceedings{mogjovCDC18b, author = {S. Hassan-Moghaddam and M. R. Jovanović}, title = {Topology identification via growing a Chow-Liu tree network}, booktitle = {Proceedings of the 57th IEEE Conference on Decision and Control}, year = {2018}, pages = {5421-5426}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovCDC18b.pdf} }
S. Hassan-Moghaddam and M. R. Jovanovi'c,
@inproceedings{mogjovIFAC20, author = {S. Hassan-Moghaddam and M. R. Jovanović}, title = {Global exponential stability of the Douglas-Rachford splitting dynamics}, booktitle = {Preprints of the 21th IFAC World Congress}, year = {2020}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovIFAC20.pdf} }
S. Hassan-Moghaddam, M. R. Jovanovi'c and S. Meyn,
@inproceedings{mogjovmeyACC19, author = {S. Hassan-Moghaddam and M. R. Jovanović and S. Meyn}, title = {Data-driven proximal algorithms for the design of structured optimal feedback gains}, booktitle = {Proceedings of the 2019 American Control Conference}, year = {2019}, pages = {5846-5850}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovmeyACC19.pdf} }
S. Hassan-Moghaddam and M. R. Jovanovi'c,
@inproceedings{mogjovNOL16, author = {S. Hassan-Moghaddam and M. R. Jovanović}, title = {Customized algorithms for growing connected resistive networks}, booktitle = {Proceedings of the 10th IFAC Symposium on Nonlinear Control Systems}, year = {2016}, pages = {986-991}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovNOL16.pdf} }
S. Hassan-Moghaddam and M. R. Jovanovi'c,
@article{mogjovTCNS18, author = {S. Hassan-Moghaddam and M. R. Jovanović}, title = {Topology design for stochastically-forced consensus networks}, journal = {IEEE Trans. Control Netw. Syst.}, year = {2018}, volume = {5}, number = {3}, pages = {1075-1086}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogjovTCNS18.pdf} }
S. Hassan-Moghaddam, X. Wu and M. R. Jovanovi'c,
@inproceedings{mogwujovACC17, author = {S. Hassan-Moghaddam and X. Wu and M. R. Jovanović}, title = {Edge addition in directed consensus networks}, booktitle = {Proceedings of the 2017 American Control Conference}, year = {2017}, pages = {5592-5597}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mogwujovACC17.pdf} }
H. Mohammadi, M. Razaviyayn and M. R. Jovanovi'c,
@inproceedings{mohrazjovACC18, author = {H. Mohammadi and M. Razaviyayn and M. R. Jovanović}, title = {On the stability of gradient flow dynamics for a rank-one matrix approximation problem}, booktitle = {Proceedings of the 2018 American Control Conference}, year = {2018}, pages = {4533-4538}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohrazjovACC18.pdf} }
H. Mohammadi, M. Razaviyayn and M. R. Jovanovi'c,
@inproceedings{mohrazjovACC19, author = {H. Mohammadi and M. Razaviyayn and M. R. Jovanović}, title = {Performance of noisy Nesterov's accelerated method for strongly convex optimization problems}, booktitle = {Proceedings of the 2019 American Control Conference}, year = {2019}, pages = {3426-3431}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohrazjovACC19.pdf} }
H. Mohammadi, M. Razaviyayn and M. R. Jovanovi'c,
@inproceedings{mohrazjovCDC18, author = {H. Mohammadi and M. Razaviyayn and M. R. Jovanović}, title = {Variance amplification of accelerated first-order algorithms for strongly convex quadratic optimization problems}, booktitle = {Proceedings of the 57th IEEE Conference on Decision and Control}, year = {2018}, pages = {5753-5758}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohrazjovCDC18.pdf} }
H. Mohammadi, M. Razaviyayn and M. R. Jovanovi'c,
@article{mohrazjovTAC20, author = {H. Mohammadi and M. Razaviyayn and M. R. Jovanović}, title = {Robustness of accelerated first-order algorithms for strongly convex optimization problems}, journal = {IEEE Trans. Automat. Control}, year = {2020}, note = {doi:10.1109/TAC.2020.3008297; also arXiv:1905.11011}, pdf = {https://arxiv.org/abs/1905.11011} }
H. Mohammadi, S. Samuelson and M. R. Jovanovi'c,
@article{mohsamjovTAC21, author = {H. Mohammadi and S. Samuelson and M. R. Jovanović}, title = {Transient growth of accelerated first-order methods for strongly convex optimization problems}, journal = {IEEE Trans. Automat. Control}, year = {2021}, note = {submitted; also arXiv:2103.08017}, pdf = {https://arxiv.org/abs/2103.08017} }
H. Mohammadi, M. Soltanolkotabi and M. R. Jovanovi'c,
@inproceedings{mohsoljovACC20, author = {H. Mohammadi and M. Soltanolkotabi and M. R. Jovanović}, title = {Random search for learning the linear quadratic regulator}, booktitle = {Proceedings of the 2020 American Control Conference}, year = {2020}, pages = {4798-4803}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohsoljovACC20.pdf} }
H. Mohammadi, M. Soltanolkotabi and M. R. Jovanovi'c,
@inproceedings{mohsoljovL4DC20, author = {H. Mohammadi and M. Soltanolkotabi and M. R. Jovanović}, title = {Learning the model-free linear quadratic regulator via random search}, booktitle = {Proceedings of Machine Learning Research, 2nd Annual Conference on Learning for Dynamics and Control}, year = {2020}, volume = {120}, pages = {1-9}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohsoljovL4DC20.pdf} }
H. Mohammadi, M. Soltanolkotabi and M. R. Jovanovi'c,
@article{mohsoljovLCSS21, author = {H. Mohammadi and M. Soltanolkotabi and M. R. Jovanović}, title = {On the linear convergence of random search for discrete-time LQR}, journal = {IEEE Control Syst. Lett.}, year = {2021}, volume = {5}, number = {3}, pages = {989-994}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohsoljovLCSS21.pdf} }
H. Mohammadi, M. Soltanolkotabi and M. R. Jovanovi'c,
@incollection{mohsoljovRLC21, author = {H. Mohammadi and M. Soltanolkotabi and M. R. Jovanović}, title = {Model-free linear quadratic regulator}, booktitle = {Handbook of Reinforcement Learning and Control}, publisher = {Springer International Publishing}, year = {2021}, note = {doi:10.1007/978-3-030-60990-0}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohsoljovRLC21.pdf} }
H. Mohammadi, A. Zare, M. Soltanolkotabi and M. R. Jovanovi'c,
@inproceedings{mohzarsoljovCDC19, author = {H. Mohammadi and A. Zare and M. Soltanolkotabi and M. R. Jovanović}, title = {Global exponential convergence of gradient methods over the nonconvex landscape of the linear quadratic regulator}, booktitle = {Proceedings of the 58th IEEE Conference on Decision and Control}, year = {2019}, pages = {7474-7479}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/mohzarsoljovCDC19.pdf} }
H. Mohammadi, A. Zare, M. Soltanolkotabi and M. R. Jovanovi'c,
@article{mohzarsoljovTAC19, author = {H. Mohammadi and A. Zare and M. Soltanolkotabi and M. R. Jovanović}, title = {Convergence and sample complexity of gradient methods for the model-free linear quadratic regulator problem}, journal = {IEEE Trans. Automat. Control}, year = {2019}, note = {conditionally accepted; also arXiv:1912.11899}, pdf = {https://arxiv.org/abs/1912.11899} }
N. K. Dhingra,
@phdthesis{neil-phd17, author = {N. K. Dhingra}, title = {Optimization and control of large-scale networked systems}, school = {University of Minnesota}, year = {2017}, pdf = {https://viterbi-web.usc.edu/~mihailo/theses/NeilDhingra-PhD.pdf} }
J. W. Nichols and M. R. Jovanovi'c,
@inproceedings{nicjovCTR14, author = {J. W. Nichols and M. R. Jovanović}, title = {Input-output analysis of high-speed jet noise}, booktitle = {Proceedings of the 2014 Summer Program}, year = {2014}, pages = {251-260}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/nicjovCTR14.pdf} }
S. Patterson, B. Bamieh, A. E. Abbadi and M. R. Jovanovi'c,
@inproceedings{patbamabbjov08, author = {S. Patterson and B. Bamieh and A. E. Abbadi and M. R. Jovanović}, title = {On the feasibility of large-scale automated highways}, booktitle = {First International Workshop on Computational Transportation Science}, year = {2008}, note = {(Invited paper)} }
V. Purba, X. Wu, M. Sinha, S. V. Dhople and M. R. Jovanovi'c,
@inproceedings{purwusindhojovCDC15, author = {V. Purba and X. Wu and M. Sinha and S. V. Dhople and M. R. Jovanović}, title = {Design of optimal coupling gains for synchronization of nonlinear oscillators}, booktitle = {Proceedings of the 54th IEEE Conference on Decision and Control}, year = {2015}, pages = {1310-1315}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/purwusindhojovCDC15.pdf} }
W. Ran, A. Zare, M. J. P. Hack and M. R. Jovanovi'c,
@inproceedings{ranzarhacjovACC17, author = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanović}, title = {Low-complexity stochastic modeling of spatially-evolving flows}, booktitle = {Proceedings of the 2017 American Control Conference}, year = {2017}, pages = {3815-3820}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarhacjovACC17.pdf} }
W. Ran, A. Zare, M. J. P. Hack and M. R. Jovanovi'c,
@inproceedings{ranzarhacjovACC18, author = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanović}, title = {Low-complexity modeling of mode interactions in boundary layer flows}, booktitle = {Proceedings of the 2018 American Control Conference}, year = {2018}, pages = {134-139}, note = {(Invited paper)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarhacjovACC18.pdf} }
W. Ran, A. Zare, M. J. P. Hack and M. R. Jovanovi'c,
@inproceedings{ranzarhacjovACC19, author = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanović}, title = {Relating global and local stochastic receptivity analysis of boundary layer flows}, booktitle = {Proceedings of the 2019 American Control Conference}, year = {2019}, pages = {3212-3217}, note = {(Invited paper)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarhacjovACC19.pdf} }
W. Ran, A. Zare, M. J. P. Hack and M. R. Jovanovi'c,
@inproceedings{ranzarhacjovAIAA20, author = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanović}, title = {Boundary layer receptivity analysis via the algebraic Lyapunov equation}, booktitle = {Proceedings of the 2020 AIAA SciTech Forum and Exposition}, year = {2020}, pages = {0109 (15 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarhacjovAIAA20.pdf} }
W. Ran, A. Zare, M. J. P. Hack and M. R. Jovanovi'c,
@inproceedings{ranzarhacjovCTR16, author = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanović}, title = {Low-complexity stochastic modeling of spatially-evolving flows}, booktitle = {Proceedings of the 2016 Summer Program}, year = {2016}, pages = {285-294}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarhacjovCTR16.pdf} }
W. Ran, A. Zare, M. J. P. Hack and M. R. Jovanovi'c,
@article{ranzarhacjovPRF19a, author = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanović}, title = {Modeling mode interactions in boundary layer flows via Parabolized Floquet Equations}, journal = {Phys. Rev. Fluids}, year = {2019}, volume = {4}, number = {2}, pages = {023901 (22 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarhacjovPRF19.pdf} }
W. Ran, A. Zare, M. J. P. Hack and M. R. Jovanovi'c,
@article{ranzarhacjovPRF19b, author = {W. Ran and A. Zare and M. J. P. Hack and M. R. Jovanović}, title = {Stochastic receptivity analysis of boundary layer flow}, journal = {Phys. Rev. Fluids}, year = {2019}, volume = {4}, number = {9}, pages = {093901 (28 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarhacjovPRF19b.pdf} }
W. Ran, A. Zare and M. R. Jovanovi'c,
@inproceedings{ranzarjovCDC19, author = {W. Ran and A. Zare and M. R. Jovanović}, title = {Drag reduction in turbulent channel flow over spatially periodic surfaces}, booktitle = {Proceedings of the 58th IEEE Conference on Decision and Control}, year = {2019}, pages = {5918-5923}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarjovCDC19.pdf} }
W. Ran, A. Zare and M. R. Jovanovi'c,
@article{ranzarjovJFM21, author = {W. Ran and A. Zare and M. R. Jovanović}, title = {Model-based design of riblets for turbulent drag reduction}, journal = {J. Fluid Mech.}, year = {2021}, volume = {906}, pages = {A7 (38 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarjovJFM21.pdf} }
W. Ran, A. Zare and M. R. Jovanovi'c,
@inproceedings{ranzarjovMTNS20, author = {W. Ran and A. Zare and M. R. Jovanović}, title = {Frequency-response analysis of riblets for turbulent drag reduction}, booktitle = {Proceedings of the 24th International Symposium on Mathematical Theory of Network and Systems}, year = {2020} }
W. Ran, A. Zare, J. W. Nichols and M. R. Jovanovi'c,
@inproceedings{ranzarnicjovAIAA17, author = {W. Ran and A. Zare and J. W. Nichols and M. R. Jovanović}, title = {The effect of sponge layers on global stability analysis of Blasius boundary layer flow}, booktitle = {Proceedings of the 47th AIAA Fluid Dynamics Conference}, year = {2017}, pages = {3456 (12 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/ranzarnicjovAIAA17.pdf} }
R. Moarref,
@phdthesis{rashad-phd12, author = {R. Moarref}, title = {Model-based control of transitional and turbulent wall-bounded shear flows}, school = {University of Minnesota}, year = {2012}, pdf = {https://viterbi-web.usc.edu/~mihailo/theses/RashadMoarref-PhD.pdf} }
Z. B. Ribar, M. R. Jovanovi'c and R. Z. Jovanovi'c,
@inproceedings{ribjovjov97, author = {Z. B. Ribar and M. R. Jovanović and R. Z. Jovanović}, title = {Application of practical straight-line tracking in the process industry}, booktitle = {Proceedings of the 41th ETRAN Conference}, year = {1997}, volume = {1}, pages = {444-447} }
Z. B. Ribar, D. V. Lazi'c and M. R. Jovanovi'c,
@inproceedings{riblazjov96, author = {Z. B. Ribar and D. V. Lazić and M. R. Jovanović}, title = {Application of practical exponential tracking in fluid transportation industry}, booktitle = {Proceedings of the 14th International Conference on Material Handling and Warehousing}, year = {1996}, pages = {5.65-5.70} }
S. Samuelson, H. Mohammadi and M. R. Jovanovi'c,
@inproceedings{sammohjovACC20, author = {S. Samuelson and H. Mohammadi and M. R. Jovanović}, title = {Transient growth of accelerated first-order methods}, booktitle = {Proceedings of the 2020 American Control Conference}, year = {2020}, pages = {2858-2863}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/sammohjovACC20.pdf} }
S. Samuelson, H. Mohammadi and M. R. Jovanovi'c,
@inproceedings{sammohjovCDC20, author = {S. Samuelson and H. Mohammadi and M. R. Jovanović}, title = {On the transient growth of Nesterov's accelerated method for strongly convex optimization problems}, booktitle = {Proceedings of the 59th IEEE Conference on Decision and Control}, year = {2020}, pages = {5911-5916}, note = {(Invited paper)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/sammohjovCDC20.pdf} }
T. Sayadi, J. W. Nichols, P. J. Schmid and M. R. Jovanovi'c,
@inproceedings{saynicschjovCTR12, author = {T. Sayadi and J. W. Nichols and P. J. Schmid and M. R. Jovanović}, title = {Dynamic mode decomposition of H-type transition to turbulence}, booktitle = {Proceedings of the 2012 Summer Program}, year = {2012}, pages = {5-14} }
S. Hassan-Moghaddam,
@phdthesis{sepideh-phd19, author = {S. Hassan-Moghaddam}, title = {Analysis, design, and optimization of large-scale networks of dynamical systems}, school = {University of Southern California}, year = {2019}, pdf = {https://viterbi-web.usc.edu/~mihailo/theses/SepidehHassanMoghaddam-PhD.pdf} }
S. Y. Shafi, M. Arcak and M. R. Jovanovi'c,
@inproceedings{shaarcjovACC13, author = {S. Y. Shafi and M. Arcak and M. R. Jovanović}, title = {Synchronization of limit cycle oscillations in diffusively-coupled systems}, booktitle = {Proceedings of the 2013 American Control Conference}, year = {2013}, pages = {4874-4879} }
S. Y. Shafi, M. Arcak, M. R. Jovanovi'c and A. Packard,
@article{shaarcjovpacAUT13, author = {S. Y. Shafi and M. Arcak and M. R. Jovanović and A. Packard}, title = {Synchronization of diffusively-coupled limit cycle oscillators}, journal = {Automatica}, year = {2013}, volume = {49}, number = {12}, pages = {3613-3622}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/shaarcjovpacAUT13.pdf} }
P. Sfhrestha, A. Dwivedi, N. Hildebrand, J. W. Nichols, M. R. Jovanovi'c and G. V. Candler,
@inproceedings{shrdwihilnicjovcanAIAA16, author = {P. Sfhrestha and A. Dwivedi and N. Hildebrand and J. W. Nichols and M. R. Jovanović and G. V. Candler}, title = {Interaction of an oblique shock with a transitional Mach 5.65 boundary layer}, booktitle = {Proceedings of the 46th AIAA Fluid Dynamics Conference}, year = {2016}, pages = {3647 (14 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/shrdwihilnicjovcanAIAA16.pdf} }
P. Shrestha, J. W. Nichols, M. R. Jovanovi'c and G. V. Candler,
@inproceedings{shrnicjovcanAIAA17, author = {P. Shrestha and J. W. Nichols and M. R. Jovanović and G. V. Candler}, title = {Study of trip-induced hypersonic boundary layer transition}, booktitle = {Proceedings of the 47th AIAA Fluid Dynamics Conference}, year = {2017}, pages = {4513 (21 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/shrnicjovcanAIAA17.pdf} }
V. L. Thomas, B. K. Lieu, M. R. Jovanovi'c, B. F. Farrell, P. J. Ioannou and D. F. Gayme,
@article{tholiejovfarioagayPOF14, author = {V. L. Thomas and B. K. Lieu and M. R. Jovanović and B. F. Farrell and P. J. Ioannou and D. F. Gayme}, title = {Self-sustaining turbulence in a restricted nonlinear model of plane Couette flow}, journal = {Phys. Fluids}, year = {2014}, volume = {26}, number = {10}, pages = {105112 (17 pages)}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/tholiejovfarioagayPOF14.pdf} }
W. Ran,
@phdthesis{wei-phd20, author = {W. Ran}, title = {Modeling and analysis of parallel and spatially-evolving wall-bounded shear flows}, school = {University of Southern California}, year = {2020}, pdf = {https://viterbi-web.usc.edu/~mihailo/theses/WeiRan-PhD.pdf} }
X. Wu, F. D"orfler and M. R. Jovanovi'c,
@inproceedings{wudorjovACC16, author = {X. Wu and F. Dörfler and M. R. Jovanović}, title = {Topology identification and design of distributed integral action in power networks}, booktitle = {Proceedings of the 2016 American Control Conference}, year = {2016}, pages = {5921-5926}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/wudorjovACC16.pdf} }
X. Wu, F. D"orfler and M. R. Jovanovi'c,
@inproceedings{wudorjovCDC15, author = {X. Wu and F. Dörfler and M. R. Jovanović}, title = {Decentralized optimal control of inter-area oscillations in bulk power systems}, booktitle = {Proceedings of the 54th IEEE Conference on Decision and Control}, year = {2015}, pages = {5532-5537}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/wudorjovCDC15.pdf} }
X. Wu, F. D"orfler and M. R. Jovanovi'c,
@inproceedings{wudorjovMTNS14, author = {X. Wu and F. Dörfler and M. R. Jovanović}, title = {Analysis and design trade-offs for power network inter-area oscillations}, booktitle = {Proceedings of the 21st International Symposium on Mathematical Theory of Network and Systems}, year = {2014}, pages = {657-663}, note = {(Invited paper)} }
X. Wu, F. D"orfler and M. R. Jovanovi'c,
@article{wudorjovTPS16, author = {X. Wu and F. Dörfler and M. R. Jovanović}, title = {Input-output analysis and decentralized optimal control of inter-area oscillations in power systems}, journal = {IEEE Trans. Power Syst.}, year = {2016}, volume = {31}, number = {3}, pages = {2434-2444}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/wudorjovTPS16.pdf} }
X. Wu and M. R. Jovanovi'c,
@inproceedings{wujovACC14, author = {X. Wu and M. R. Jovanović}, title = {Sparsity-promoting optimal control of consensus and synchronization networks}, booktitle = {Proceedings of the 2014 American Control Conference}, year = {2014}, pages = {2948-2953} }
X. Wu and M. R. Jovanovi'c,
@article{wujovSCL17, author = {X. Wu and M. R. Jovanović}, title = {Sparsity-promoting optimal control of systems with symmetries, consensus and synchronization networks}, journal = {Syst. Control Lett.}, year = {2017}, volume = {103}, pages = {1-8}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/wujovSCL17.pdf} }
X. Wu,
@phdthesis{xiaofan-phd16, author = {X. Wu}, title = {Sparsity-promoting optimal control of power networks}, school = {University of Minnesota}, year = {2016}, pdf = {https://viterbi-web.usc.edu/~mihailo/theses/XiaofanWu-PhD.pdf} }
A. Zare, Y. Chen, M. R. Jovanovi'c and T. T. Georgiou,
@inproceedings{zarchejovgeoMTNS16, author = {A. Zare and Y. Chen and M. R. Jovanović and T. T. Georgiou}, title = {An alternating minimization algorithm for structured covariance completion problems}, booktitle = {Proceedings of the 22nd International Symposium on Mathematical Theory of Network and Systems}, year = {2016}, pages = {117-119}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarchejovgeoMTNS16.pdf} }
A. Zare, Y. Chen, M. R. Jovanovi'c and T. T. Georgiou,
@article{zarchejovgeoTAC17, author = {A. Zare and Y. Chen and M. R. Jovanović and T. T. Georgiou}, title = {Low-complexity modeling of partially available second-order statistics: theory and an efficient matrix completion algorithm}, journal = {IEEE Trans. Automat. Control}, year = {2017}, volume = {62}, number = {3}, pages = {1368-1383}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarchejovgeoTAC17.pdf} }
A. Zare, N. K. Dhingra, M. R. Jovanovi'c and T. T. Georgiou,
@inproceedings{zardhijovgeoCDC17, author = {A. Zare and N. K. Dhingra and M. R. Jovanović and T. T. Georgiou}, title = {Structured covariance completion via proximal algorithms}, booktitle = {Proceedings of the 56th IEEE Conference on Decision and Control}, year = {2017}, pages = {3775-3780}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zardhijovgeoCDC17.pdf} }
A. Zare, T. T. Georgiou and M. R. Jovanovi'c,
@article{zargeojovARC20, author = {A. Zare and T. T. Georgiou and M. R. Jovanović}, title = {Stochastic dynamical modeling of turbulent flows}, journal = {Annu. Rev. Control Robot. Auton. Syst.}, year = {2020}, volume = {3}, pages = {195-219}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zargeojovARC20.pdf} }
A. Zare and M. R. Jovanovi'c,
@inproceedings{zarjovCDC18, author = {A. Zare and M. R. Jovanović}, title = {Optimal sensor selection via proximal optimization algorithms}, booktitle = {Proceedings of the 57th IEEE Conference on Decision and Control}, year = {2018}, pages = {6514-6519}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarjovCDC18.pdf} }
A. Zare, M. R. Jovanovi'c and T. T. Georgiou,
@inproceedings{zarjovgeoACC14, author = {A. Zare and M. R. Jovanović and T. T. Georgiou}, title = {Completion of partially known turbulent flow statistics}, booktitle = {Proceedings of the 2014 American Control Conference}, year = {2014}, pages = {1680-1685}, note = {
A. Zare, M. R. Jovanovi'c and T. T. Georgiou,
@inproceedings{zarjovgeoACC15, author = {A. Zare and M. R. Jovanović and T. T. Georgiou}, title = {Alternating direction optimization algorithms for covariance completion problems}, booktitle = {Proceedings of the 2015 American Control Conference}, year = {2015}, pages = {515-520}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarjovgeoACC15.pdf} }
A. Zare, M. R. Jovanovi�c and T. T. Georgiou,
@inproceedings{zarjovgeoCDC16, author = {A. Zare and M. R. Jovanovi�c and T. T. Georgiou}, title = {Perturbation of system dynamics and the covariance completion problem}, booktitle = {Proceedings of the 55th IEEE Conference on Decision and Control}, year = {2016}, pages = {7036-7041}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarjovgeoCDC16.pdf} }
A. Zare, M. R. Jovanovi'c and T. T. Georgiou,
@inproceedings{zarjovgeoCTR14, author = {A. Zare and M. R. Jovanović and T. T. Georgiou}, title = {Completion of partially known turbulent flow statistics via convex optimization}, booktitle = {Proceedings of the 2014 Summer Program}, year = {2014}, pages = {345-354}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarjovgeoCTR14.pdf} }
A. Zare, M. R. Jovanovi'c and T. T. Georgiou,
@article{zarjovgeoJFM17, author = {A. Zare and M. R. Jovanović and T. T. Georgiou}, title = {Colour of turbulence}, journal = {J. Fluid Mech.}, year = {2017}, volume = {812}, pages = {636-680}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarjovgeoJFM17.pdf} }
A. Zare, B. K. Lieu and M. R. Jovanovi'c,
@inproceedings{zarliejovCDC12, author = {A. Zare and B. K. Lieu and M. R. Jovanović}, title = {Turbulent drag reduction by streamwise traveling waves}, booktitle = {Proceedings of the 51th IEEE Conference on Decision and Control}, year = {2012}, pages = {3122-3126} }
A. Zare, H. Mohammadi, N. K. Dhingra, T. T. Georgiou and M. R. Jovanovi'c,
@article{zarmohdhigeojovTAC20, author = {A. Zare and H. Mohammadi and N. K. Dhingra and T. T. Georgiou and M. R. Jovanović}, title = {Proximal algorithms for large-scale statistical modeling and sensor/actuator selection}, journal = {IEEE Trans. Automat. Control}, year = {2020}, volume = {65}, number = {8}, pages = {3441-3456}, pdf = {https://viterbi-web.usc.edu/~mihailo/papers/zarmohdhigeojovTAC20.pdf} }
D. M. Zoltowski, N. K. Dhingra, F. Lin and M. R. Jovanovi'c,
@inproceedings{zoldhilinjovACC14, author = {D. M. Zoltowski and N. K. Dhingra and F. Lin and M. R. Jovanović}, title = {Sparsity-promoting optimal control of spatially-invariant systems}, booktitle = {Proceedings of the 2014 American Control Conference}, year = {2014}, pages = {1261-1266} } ## Reaction-diffusion equationConsider the frequency responses of the reaction-diffusion equation subject to a spatially distributed, temporally harmonic input, \(d(y,t) = d(y)\,\mathrm{e}^{\mathrm i \omega t}\), \[ \begin{align} \phi_{t}(y,t) \;&=\; \phi_{yy}(y,t) \,-\, \epsilon^2\,\phi (y,t) \, + \, d(y,t),\label{eq:0} \\ \end{align} \]
\[ \begin{align} [\partial_y \phi (\cdot, t)](\pm 1) \;& =\; 0, \label{eq:0bc} \end{align} \] where \(t\) is time, \(y \in \left[ -1, 1 \right]\) is a spatial variable, and \( \epsilon\) is a real parameter. The temporal Fourier transform can be used to represent the frequency response operator associated with Eqs. \(\eqref{eq:0}\)-\(\eqref{eq:0bc}\) as a two point boundary value problem (TPBVP), \[ \begin{align} \left[\mathcal A(\omega)\,\phi(\cdot)\right] (y) \;&=\; \left[\mathcal B(\omega)\, d(\cdot)\right](y),\notag\\ \xi (y) \;&=\; \left[\mathcal C(\omega)\,\phi(\cdot)\right](y),\label{eq:mot1c}\\ [\mathcal{L}_a \, \phi(\cdot)](a) \;&=\; [\mathcal{L}_b \, \phi(\cdot)](b) \;=\; 0,\notag \end{align} \] where \[ \mathcal A (\omega) \;=\; ({\mathrm i} \omega \, + \, \epsilon^2) I \; - \; \mathrm D^2, \quad \mathcal B \;=\; \mathcal C \;=\; I, \quad \mathcal {L}_{\pm 1} \; = \; \mathrm D, \] and \(\mathrm D = \mathrm d /\mathrm dy\). We specify the operators \(\mathcal A (\omega)\), \(\mathcal B(\omega) \), and \(\mathcal C(\omega) \) in Eq. \(\eqref{eq:mot1c}\) along with the boundary conditions, given by Eq. \(\eqref{eq:0bc}\), using the Chebfun's syntax in Matlab as follows. Operators in TPBVP
A = chebop([-1,1]); % Operator A B = chebop([-1,1]); % Operator B C = chebop([-1,1]); % Operator C % parameter eps eps = 1.e-4; % Define operators using Chebfun's syntax A.op = @(y,phi)( (1i*omega + eps^2)*phi - diff(phi,2) ); B.op = @(y,d) d; C.op = @(y,phi) phi; % Homogeneous Neumann boundary conditions A.lbc = @(phi) diff(phi); A.rbc = @(phi) diff(phi); To calculate 20 largest singular values, we call Compute singular values
svals = svdfr(A,B,C,20) Figure 1 confirms the agreement of computations conducted in \[ \sigma_n = \left\{ \begin{array}{l} 1/ \left( \epsilon^2 + n^2\,\pi^2 \right) \\ 1/ \left( \epsilon^2 + (n+0.5)^2\,\pi^2 \right) \\ \end{array}\right. \] for \(\epsilon = 10^{-4}\). |