Fast inexact decomposition algorithms for large-scale separable convex optimization

Rate Analysis of Inexact Dual First-Order Methods Application to Dual Decomposition

(2014) Ion Necoara et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

An Inexact Perturbed Path-Following Method for Lagrangian Decomposition in Large-Scale Separable Convex Optimization

(2013) Quoc Tran Dinh et al.   SIAM JOURNAL ON OPTIMIZATION

Combining Lagrangian decomposition and excessive gap smoothing technique for solving large-scale separable convex optimization problems

(2012) Quoc Tran Dinh et al.   COMPUTATIONAL OPTIMIZATION AND APPLICATIONS

Fast Multiple-Splitting Algorithms for Convex Optimization

(2012) Donald Goldfarb et al.   SIAM JOURNAL ON OPTIMIZATION

Dual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling

(2011) J. C. Duchi et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

A Monotone+Skew Splitting Model for Composite Monotone Inclusions in Duality

(2011) Luis M. Briceño-Arias et al.   SIAM JOURNAL ON OPTIMIZATION

MRF Energy Minimization and Beyond via Dual Decomposition

(2010) N Komodakis et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Improved Dual Decomposition Based Optimization for DSL Dynamic Spectrum Management

(2010) Paschalis Tsiaflakis et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Application of a Smoothing Technique to Decomposition in Convex Optimization

(2009) Ion Necoara et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Distributed Subgradient Methods for Multi-Agent Optimization

(2009) Angelia Nedic et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Interior-Point Lagrangian Decomposition Method for Separable Convex Optimization

(2009) I. Necoara et al.   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

Decomposition Based Interior Point Methods for Two-Stage Stochastic Convex Quadratic Programs with Recourse

(2009) Sanjay Mehrotra et al.   OPERATIONS RESEARCH

Distributed MPC Strategies With Application to Power System Automatic Generation Control

(2008) A.N. Venkat et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

A proximal decomposition method for solving convex variational inverse problems

(2008) Patrick L Combettes et al.   INVERSE PROBLEMS