A Bregman-Style Improved ADMM and its Linearized Version in the Nonconvex Setting: Convergence and Rate Analyses
Pengjie Liu, Jinbao Jian, Hu Shao, Xiaoquan Wang, Jiawei Xu, Xiao Yu Wu
Topics & Concepts
Augmented Lagrangian methodBregman divergenceSequence (biology)MathematicsMathematical optimizationConvergence (economics)Applied mathematicsRegular polygonRate of convergenceFunction (biology)Convex functionAlgorithmComputer scienceKey (lock)Economic growthEconomicsGeneticsComputer securityEvolutionary biologyBiologyGeometrySparse and Compressive Sensing TechniquesDirection-of-Arrival Estimation TechniquesStructural Health Monitoring Techniques