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math.OC2012★ 3 cited
Fast Inexact Decomposition Algorithms For Large-Scale Separable Convex Optimization
Quoc Tran Dinh, Ion Necoara, Moritz Diehl
In this paper we propose a new inexact dual decomposition algorithm for solving separable convex optimization problems. This algorithm is a combination of three techniques: dual La…
math.OC2012
An Inner Convex Approximation Algorithm for BMI Optimization and Applications in Control
Quoc Tran Dinh, Wim Michiels, Moritz Diehl
In this work, we propose a new local optimization method to solve a class of nonconvex semidefinite programming (SDP) problems. The basic idea is to approximate the feasible set of…