A Chebyshev-Accelerated Primal-Dual Method for Distributed Optimization
暂无分享,去创建一个
George J. Pappas | Victor M. Preciado | Mahyar Fazlyab | Jacob H. Seidman | Mahyar Fazlyab | V. Preciado
[1] Erfan Yazdandoost Hamedani,et al. A primal-dual method for conic constrained distributed optimization problems , 2016, NIPS.
[2] Jing Wang,et al. Control approach to distributed optimization , 2010, 2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
[3] Qing Ling,et al. EXTRA: An Exact First-Order Algorithm for Decentralized Consensus Optimization , 2014, 1404.6264.
[4] Stephen P. Boyd,et al. Preconditioning in fast dual gradient methods , 2014, 53rd IEEE Conference on Decision and Control.
[5] Yoram Singer,et al. Efficient projections onto the l1-ball for learning in high dimensions , 2008, ICML '08.
[6] Stephen P. Boyd,et al. An Interior-Point Method for Large-Scale $\ell_1$-Regularized Least Squares , 2007, IEEE Journal of Selected Topics in Signal Processing.
[7] Haitham Bou-Ammar,et al. Distributed Newton Method for Large-Scale Consensus Optimization , 2016, IEEE Transactions on Automatic Control.
[8] Stephen P. Boyd,et al. Proximal Algorithms , 2013, Found. Trends Optim..
[9] Fernando Paganini,et al. Stability of primal-dual gradient dynamics and applications to network optimization , 2010, Autom..
[10] Sonia Martínez,et al. Distributed convex optimization via continuous-time coordination algorithms with discrete-time communication , 2014, Autom..
[11] Louis A. Hageman,et al. Iterative Solution of Large Linear Systems. , 1971 .
[12] E. Montijano,et al. Fast distributed consensus with Chebyshev polynomials , 2011, Proceedings of the 2011 American Control Conference.
[13] Laurent Massoulié,et al. Optimal Algorithms for Smooth and Strongly Convex Distributed Optimization in Networks , 2017, ICML.
[14] Maojiao Ye,et al. Distributed Economic Dispatch Control via Saddle Point Dynamics and Consensus Algorithms , 2019, IEEE Transactions on Control Systems Technology.
[15] Asuman E. Ozdaglar,et al. Distributed Subgradient Methods for Multi-Agent Optimization , 2009, IEEE Transactions on Automatic Control.
[16] Shiqian Ma,et al. On the Global Linear Convergence of the ADMM with MultiBlock Variables , 2014, SIAM J. Optim..
[17] Alejandro Ribeiro,et al. Distributed Smooth and Strongly Convex Optimization with Inexact Dual Methods , 2018, 2018 Annual American Control Conference (ACC).
[18] Feng Yan,et al. Distributed Autonomous Online Learning: Regrets and Intrinsic Privacy-Preserving Properties , 2010, IEEE Transactions on Knowledge and Data Engineering.
[19] Qing Ling,et al. On the Convergence of Decentralized Gradient Descent , 2013, SIAM J. Optim..
[20] Karl Henrik Johansson,et al. Distributed Event-Triggered Control for Multi-Agent Systems , 2012, IEEE Transactions on Automatic Control.
[21] Nicholas R. Jennings,et al. Consensus acceleration in multiagent systems with the Chebyshev semi-iterative method , 2011, AAMAS.
[22] Antonin Chambolle,et al. On the ergodic convergence rates of a first-order primal–dual algorithm , 2016, Math. Program..
[23] Alejandro Ribeiro,et al. Accelerated Dual Descent for Network Flow Optimization , 2014, IEEE Transactions on Automatic Control.