暂无分享,去创建一个
[1] Guoyin Li,et al. Global Convergence of Splitting Methods for Nonconvex Composite Optimization , 2014, SIAM J. Optim..
[2] Dimitri P. Bertsekas,et al. Constrained Optimization and Lagrange Multiplier Methods , 1982 .
[3] P. Toint,et al. A globally convergent augmented Lagrangian algorithm for optimization with general constraints and simple bounds , 1991 .
[4] Mikhail V. Solodov,et al. Local Convergence of Exact and Inexact Augmented Lagrangian Methods under the Second-Order Sufficient Optimality Condition , 2012, SIAM J. Optim..
[5] Zhi-Quan Luo,et al. A Unified Convergence Analysis of Block Successive Minimization Methods for Nonsmooth Optimization , 2012, SIAM J. Optim..
[6] Michael P. Friedlander,et al. A Globally Convergent Linearly Constrained Lagrangian Method for Nonlinear Optimization , 2005, SIAM J. Optim..
[7] M. Hestenes. Multiplier and gradient methods , 1969 .
[8] Jack Yurkiewicz,et al. Constrained optimization and Lagrange multiplier methods, by D. P. Bertsekas, Academic Press, New York, 1982, 395 pp. Price: $65.00 , 1985, Networks.
[9] Patrick L. Combettes,et al. Proximal Splitting Methods in Signal Processing , 2009, Fixed-Point Algorithms for Inverse Problems in Science and Engineering.
[10] Mingyi Hong,et al. A Distributed, Asynchronous, and Incremental Algorithm for Nonconvex Optimization: An ADMM Approach , 2014, IEEE Transactions on Control of Network Systems.
[11] Yin Zhang,et al. An Alternating Direction Algorithm for Nonnegative Matrix Factorization , 2010 .
[12] Yurii Nesterov,et al. Introductory Lectures on Convex Optimization - A Basic Course , 2014, Applied Optimization.
[13] Stephen P. Boyd,et al. Distributed average consensus with least-mean-square deviation , 2007, J. Parallel Distributed Comput..
[14] Sanjo Zlobec,et al. On the Liu–Floudas Convexification of Smooth Programs , 2005, J. Glob. Optim..
[15] Yurii Nesterov,et al. Smooth minimization of non-smooth functions , 2005, Math. Program..
[16] Stephen P. Boyd,et al. Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers , 2011, Found. Trends Mach. Learn..
[17] Gonzalo Mateos,et al. Distributed Sparse Linear Regression , 2010, IEEE Transactions on Signal Processing.
[18] John N. Tsitsiklis,et al. Parallel and distributed computation , 1989 .
[19] B. Mercier,et al. A dual algorithm for the solution of nonlinear variational problems via finite element approximation , 1976 .
[20] Xiangfeng Wang,et al. Multi-Agent Distributed Optimization via Inexact Consensus ADMM , 2014, IEEE Transactions on Signal Processing.
[21] Nicholas I. M. Gould,et al. On the Complexity of Steepest Descent, Newton's and Regularized Newton's Methods for Nonconvex Unconstrained Optimization Problems , 2010, SIAM J. Optim..
[22] Dimitri P. Bertsekas,et al. On the Douglas—Rachford splitting method and the proximal point algorithm for maximal monotone operators , 1992, Math. Program..
[23] Qing Ling,et al. EXTRA: An Exact First-Order Algorithm for Decentralized Consensus Optimization , 2014, 1404.6264.
[24] Guoyin Li,et al. Splitting methods for nonconvex composite optimization , 2014, ArXiv.
[25] Gesualdo Scutari,et al. NEXT: In-Network Nonconvex Optimization , 2016, IEEE Transactions on Signal and Information Processing over Networks.
[26] Alejandro Ribeiro,et al. Consensus in Ad Hoc WSNs With Noisy Links—Part I: Distributed Estimation of Deterministic Signals , 2008, IEEE Transactions on Signal Processing.
[27] Georgios B. Giannakis,et al. Distributed consensus-based demodulation: algorithms and error analysis , 2010, IEEE Transactions on Wireless Communications.
[28] Shuguang Cui,et al. Dynamic Resource Allocation in Cognitive Radio Networks , 2010, IEEE Signal Processing Magazine.
[29] John N. Tsitsiklis,et al. Problems in decentralized decision making and computation , 1984 .
[30] Saeed Ghadimi,et al. Mini-batch stochastic approximation methods for nonconvex stochastic composite optimization , 2013, Mathematical Programming.
[31] Nicholas I. M. Gould,et al. Adaptive augmented Lagrangian methods: algorithms and practical numerical experience , 2014, Optim. Methods Softw..
[32] R. Glowinski,et al. Numerical Methods for Nonlinear Variational Problems , 1985 .
[33] James T. Kwok,et al. Asynchronous Distributed ADMM for Consensus Optimization , 2014, ICML.
[34] Georgios B. Giannakis,et al. Distributed Clustering Using Wireless Sensor Networks , 2011, IEEE Journal of Selected Topics in Signal Processing.
[35] Zhi-Quan Luo,et al. Convergence analysis of alternating direction method of multipliers for a family of nonconvex problems , 2014, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[36] Nikos D. Sidiropoulos,et al. Robust volume minimization-based matrix factorization via alternating optimization , 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[37] R. Glowinski,et al. Sur l'approximation, par éléments finis d'ordre un, et la résolution, par pénalisation-dualité d'une classe de problèmes de Dirichlet non linéaires , 1975 .
[38] John N. Tsitsiklis,et al. Neuro-Dynamic Programming , 1996, Encyclopedia of Machine Learning.
[39] Qing Ling,et al. Decentralized low-rank matrix completion , 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[40] Chao Yang,et al. Alternating direction methods for classical and ptychographic phase retrieval , 2012 .
[41] Behrouz Touri,et al. Non-Convex Distributed Optimization , 2015, IEEE Transactions on Automatic Control.
[42] Zhi-Quan Luo,et al. Semi-asynchronous routing for large scale hierarchical networks , 2015, 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[43] Asuman E. Ozdaglar,et al. On the O(1=k) convergence of asynchronous distributed alternating Direction Method of Multipliers , 2013, 2013 IEEE Global Conference on Signal and Information Processing.
[44] Nikos D. Sidiropoulos,et al. Parallel Algorithms for Constrained Tensor Factorization via Alternating Direction Method of Multipliers , 2014, IEEE Transactions on Signal Processing.
[45] Cédric Févotte,et al. Alternating direction method of multipliers for non-negative matrix factorization with the beta-divergence , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[46] D K Smith,et al. Numerical Optimization , 2001, J. Oper. Res. Soc..
[47] A. Goldsmith,et al. Sum power iterative water-filling for multi-antenna Gaussian broadcast channels , 2002, Conference Record of the Thirty-Sixth Asilomar Conference on Signals, Systems and Computers, 2002..
[48] Jonathan Eckstein. Splitting methods for monotone operators with applications to parallel optimization , 1989 .
[49] Musa A. Mammadov,et al. An inexact modified subgradient algorithm for nonconvex optimization , 2010, Comput. Optim. Appl..
[50] Wotao Yin,et al. On the Global and Linear Convergence of the Generalized Alternating Direction Method of Multipliers , 2016, J. Sci. Comput..
[51] Xiaodong Li,et al. Stable Principal Component Pursuit , 2010, 2010 IEEE International Symposium on Information Theory.
[52] Bingsheng He,et al. Solving Large-Scale Least Squares Semidefinite Programming by Alternating Direction Methods , 2011, SIAM J. Matrix Anal. Appl..
[53] Zhi-Quan Luo,et al. On the linear convergence of the alternating direction method of multipliers , 2012, Mathematical Programming.
[54] Renato D. C. Monteiro,et al. Iteration-complexity of first-order augmented Lagrangian methods for convex programming , 2015, Mathematical Programming.