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Publications about 'Consensus and synchronization networks'
Theses
  1. S. Hassan-Moghaddam. Analysis, design, and optimization of large-scale networks of dynamical systems. PhD thesis, University of Southern California, 2019. Keyword(s): Consensus, Control for optimization, Convex Optimization, Distributed control, Forward-backward envelope, Douglas-Rachford splitting, Global exponential stability, Integral quadratic constraints, Networks of dynamical systems, Non-smooth optimization, Polyak-Lojasiewicz inequality, Proximal algorithms, Primal-dual methods, Proximal augmented Lagrangian, Regularization for design, Sparse graphs, Sparsity-promoting optimal control, Structured optimal control, Structure identification, Topology design. [bibtex-entry]


Journal articles
  1. S. Hassan-Moghaddam and M. R. Jovanovic. Topology design for stochastically-forced consensus networks. IEEE Trans. Control Netw. Syst., 5(3):1075-1086, September 2018. Keyword(s): Consensus, Convex optimization, Distributed control, Interior point method, Proximal gradient method, Proximal Newton method, Sparse graphs, Topology design. [bibtex-entry]


  2. X. Wu and M. R. Jovanovic. Sparsity-promoting optimal control of systems with symmetries, consensus and synchronization networks. Syst. Control Lett., 103:1-8, May 2017. Keyword(s): Alternating direction method of multipliers, Consensus and synchronization networks, Distributed systems, Regularization, Sparsity-promoting optimal control, Spatially-invariant systems. [bibtex-entry]


  3. B. Bamieh, M. R. Jovanovic, P. Mitra, and S. Patterson. Coherence in large-scale networks: dimension dependent limitations of local feedback. IEEE Trans. Automat. Control, 57(9):2235-2249, September 2012. Note: (2013 George S. Axelby Outstanding Paper Award). Keyword(s): Control of vehicular formations, Consensus, Large-scale networks, Fundamental limitations. [bibtex-entry]


Conference articles
  1. S. Hassan-Moghaddam and M. R. Jovanovic. Distributed proximal augmented Lagrangian method for nonsmooth composite optimization. In Proceedings of the 2018 American Control Conference, Milwaukee, WI, pages 2047-2052, 2018. Keyword(s): Consensus, Distributed Optimization, Non-smooth optimization, Primal-dual gradient flow dynamics, Proximal augmented Lagrangian. [bibtex-entry]


  2. S. Hassan-Moghaddam and M. R. Jovanovic. Topology identification via growing a Chow-Liu tree network. In Proceedings of the 57th IEEE Conference on Decision and Control, Miami, FL, pages 5421-5426, 2018. Keyword(s): Chow-Liu tree, Consensus, Convex optimization, Graphical LASSO, Sparse graphs, Topology identification, Maximum likelihood, Sparse inverse covariance estimation. [bibtex-entry]


  3. S. Hassan-Moghaddam and M. R. Jovanovic. Distributed design of optimal structured feedback gains. In Proceedings of the 56th IEEE Conference on Decision and Control, Melbourne, Australia, pages 6586-6591, 2017. Keyword(s): Alternating direction method of multipliers, Consensus, Distributed control, Optimization, Sparsity-promoting optimal control, Structured optimal control. [bibtex-entry]


  4. S. Hassan-Moghaddam, X. Wu, and M. R. Jovanovic. Edge addition in directed consensus networks. In Proceedings of the 2017 American Control Conference, Seattle, WA, pages 5592-5597, 2017. Keyword(s): Alternating direction method of multipliers, Consensus, Directed networks, Nonconvex optimization, Sparsity-promoting optimal control. [bibtex-entry]


  5. S. Hassan-Moghaddam, N. K. Dhingra, and M. R. Jovanovic. Topology identification of undirected consensus networks via sparse inverse covariance estimation. In Proceedings of the 55th IEEE Conference on Decision and Control, Las Vegas, NV, pages 4624-4629, 2016. Keyword(s): Consensus, Convex optimization, Sparse graphs, Topology identification, Maximum likelihood, Sparse inverse covariance estimation. [bibtex-entry]


  6. S. Hassan-Moghaddam and M. R. Jovanovic. An interior point method for growing connected resistive networks. In Proceedings of the 2015 American Control Conference, Chicago, IL, pages 1223-1228, 2015. Keyword(s): Consensus, Convex optimization, Distributed control, Interior point method, Sparse graphs, Topology design. [bibtex-entry]


  7. M. Fardad, F. Lin, and M. R. Jovanovic. On optimal link creation for facilitation of consensus in social networks. In Proceedings of the 2014 American Control Conference, Portland, OR, pages 3802-3807, 2014. Keyword(s): Consensus, Optimization, Social influence, Social networks, Stochastic matrices. [bibtex-entry]


  8. 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]


  9. B. Bamieh, M. R. Jovanovic, P. Mitra, and S. Patterson. Effect of topological dimension on rigidity of vehicle formations: fundamental limitations of local feedback. In Proceedings of the 47th IEEE Conference on Decision and Control, Cancun, Mexico, pages 369-374, 2008. Keyword(s): Control of vehicular formations, Consensus, Large-scale networks, Fundamental limitations. [bibtex-entry]



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