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Publications about 'Sparsity-promoting optimal control'
Theses
  1. F. Lin. Structure identification and optimal design of large-scale networks of dynamical systems. PhD thesis, University of Minnesota, 2012. Keyword(s): Alternating direction method of multipliers, Architectural issues in distributed control design, Consensus networks, Control of vehicular formations, Convex Optimization, Leader selection, Sparsity-promoting optimal control. [bibtex-entry]


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. [bibtex-entry]


  2. 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. [bibtex-entry]


  3. 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. [bibtex-entry]


  4. F. Lin, M. Fardad, and M. R. Jovanovic. Design of optimal sparse feedback gains via the alternating direction method of multipliers. IEEE Trans. Automat. Control, 58(9):2426-2431, September 2013. Keyword(s): Alternating direction method of multipliers, Architectural issues in distributed control design, Cardinality minimization, Distributed control, Optimization, Sparsity-promoting optimal control. [bibtex-entry]


Conference articles
  1. 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. [bibtex-entry]


  2. 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. [bibtex-entry]


  3. 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. [bibtex-entry]


  4. 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. [bibtex-entry]


  5. F. Dörfler, M. R. Jovanovic, M. Chertkov, and F. Bullo. Sparse and optimal wide-area damping control in power networks. In Proceedings of the 2013 American Control Conference, Washington, DC, pages 4295-4300, 2013. Keyword(s): Alternating direction method of multipliers, Power networks, Sparsity-promoting optimal control, Wide-area control. [bibtex-entry]


  6. M. R. Jovanovic and F. Lin. Sparse quadratic regulator. In Proceedings of the 12th European Control Conference, Zürich, Switzerland, pages 1047-1052, 2013. Keyword(s): Alternating direction method of multipliers, Cardinality minimization, Distributed control, Optimization, Sparsity-promoting optimal control. [bibtex-entry]


  7. M. R. Jovanovic, P. J. Schmid, and J. W. Nichols. Low-rank and sparse dynamic mode decomposition. In Center for Turbulence Research Annual Research Briefs, pages 139-152, 2012. Keyword(s): Dynamic Mode Decomposition, Flow modeling and control, Convex optimization, Sparsity. [bibtex-entry]


  8. F. Lin, M. Fardad, and M. R. Jovanovic. Sparse feedback synthesis via the alternating direction method of multipliers. In Proceedings of the 2012 American Control Conference, Montréal, Canada, pages 4765-4770, 2012. Keyword(s): Architectural issues in distributed control design, Distributed control, Optimal localized control, Sparsity-promoting optimal control. [bibtex-entry]


  9. M. Fardad, F. Lin, and M. R. Jovanovic. Algorithms for leader selection in large dynamical networks: noise-free leaders. In Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, Orlando, FL, pages 7188-7193, 2011. Keyword(s): Consensus networks, Convex optimization, Leader selection, Performance bounds, Sparsity. [bibtex-entry]


  10. M. Fardad, F. Lin, and M. R. Jovanovic. Sparsity-promoting optimal control for a class of distributed systems. In Proceedings of the 2011 American Control Conference, San Francisco, CA, pages 2050-2055, 2011. Keyword(s): Architectural issues in distributed control design, Distributed control, Optimal localized control, Sparsity-promoting optimal control. [bibtex-entry]


  11. F. Lin, M. Fardad, and M. R. Jovanovic. Algorithms for leader selection in large dynamical networks: noise-corrupted leaders. In Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, Orlando, FL, pages 2932-2937, 2011. Keyword(s): Alternating direction method of multipliers, Consensus networks, Convex optimization, Greedy algorithm, Leader selection, Performance bounds, Sparsity. [bibtex-entry]



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