A random coordinate descent algorithm for optimization problems with composite objective function and linear coupled constraints

Table of contents

(2013)   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Efficient parallel coordinate descent algorithm for convex optimization problems with separable constraints: Application to distributed MPC

(2013) Ion Necoara et al.   JOURNAL OF PROCESS CONTROL

On the Nonasymptotic Convergence of Cyclic Coordinate Descent Methods

(2013) Ankan Saha et al.   SIAM JOURNAL ON OPTIMIZATION

Efficiency of Coordinate Descent Methods on Huge-Scale Optimization Problems

(2012) Yu. Nesterov   SIAM JOURNAL ON OPTIMIZATION

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Parallel and distributed optimization methods for estimation and control in networks

(2011) Ion Necoara et al.   JOURNAL OF PROCESS CONTROL

Decomposition Algorithm Model for Singly Linearly-Constrained Problems Subject to Lower and Upper Bounds

(2009) C. J. Lin et al.   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

A coordinate gradient descent method for linearly constrained smooth optimization and support vector machines training

(2008) Paul Tseng et al.   COMPUTATIONAL OPTIMIZATION AND APPLICATIONS

Block-Coordinate Gradient Descent Method for Linearly Constrained Nonsmooth Separable Optimization

(2008) P. Tseng et al.   JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS

On the solution of the symmetric eigenvalue complementarity problem by the spectral projected gradient algorithm

(2008) Joaquim J. Júdice et al.   NUMERICAL ALGORITHMS