9 citations · 9 across the 3 of their papers we have counts for
3 papers
math.OC2013★ 9 cited
Parallel coordinate descent methods for composite minimization: convergence analysis and error bounds
Ion Necoara, Dragos Clipici
In this paper we propose a distributed version of a randomized block-coordinate descent method for minimizing the sum of a partially separable smooth convex function and a fully se…
math.OC2013
Distributed model predictive control of leader-follower systems using an interior point method with efficient computations
Ion Necoara, Dragos N. Clipici, Sorin Olaru
Standard model predictive control strategies imply the online computation of control inputs at each sampling instance, which traditionally limits this type of control scheme to sys…
math.OC2013
Efficient parallel coordinate descent algorithm for convex optimization problems with separable constraints: application to distributed MPC
Ion Necoara, Dragos Clipici
In this paper we propose a parallel coordinate descent algorithm for solving smooth convex optimization problems with separable constraints that may arise e.g. in distributed model…