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



2. F. Lin, M. Fardad, and M. R. Jovanovic. Augmented Lagrangian approach to design of structured optimal state feedback gains. IEEE Trans. Automat. Control, 56(12):2923-2929, December 2011. Keyword(s): Architectural issues in distributed control design, Distributed control, Optimal localized control. [bibtex-entry]

1. N. K. Dhingra and M. R. Jovanovic. A method of multipliers algorithm for sparsity-promoting optimal control. In Proceedings of the 2016 American Control Conference, Boston, MA, pages 1942-1947, 2016. Note: (Invited paper). Keyword(s): Augmented Lagrangian, Method of multipliers, Proximal algorithms, Optimization, Sparsity-promoting optimal control. [bibtex-entry]

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