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Augmented Lagrangian method

Known as: Alternating direction method of multipliers 
Augmented Lagrangian methods are a certain class of algorithms for solving constrained optimization problems. They have similarities to penalty… 
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Related topics

Related topics

24 relations
AMPLAlgorithmBarrier functionBasis pursuit

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2016
2016
Testing cosmic ray acceleration with radio relics: a high-resolution study using MHD and tracers
Weak shocks in the intracluster medium may accelerate cosmic-ray protons and cosmic-ray electrons differently depending on the… 
2009
2009
Distributed network utility maximization using event-triggered augmented Lagrangian methods
Many problems associated with networked systems can be formulated as network utility maximization (NUM) problems. Dual… 
2009
2009
Practical Augmented Lagrangian Methods
for all x ∈ IR, λ ∈ IR, μ ∈ IR +. PHR-based Augmented Lagrangian methods for solving (1) are based on the iterative (approximate… 
Highly Cited
2006
Highly Cited
2006
Second Order Nonlinear Inelastic Analysis of Composite Steel–Concrete Members. I: Theory
A total Lagrangian finite element (FE) model has been formulated for the nonlinear inelastic analysis of both composite beams and… 
2006
2006
A trust region filter method for general non-linear programming
2005
2005
Inexact Semimonotonic Augmented Lagrangians with Optimal Feasibility Convergence for Convex Bound and Equality Constrained Quadratic Programming
A variant of the augmented Lagrangian-type algorithm for strictly convex quadratic programming problems with bounds and equality… 
2005
2005
Vorticity and symplecticity in Lagrangian fluid dynamics
The relationship between potential vorticity (PV) and the symplectic form is explored, for the shallow-water equations governing… 
Highly Cited
2003
Highly Cited
2003
Large-Scale Molecular Optimization from Distance Matrices by a D.C. Optimization Approach
A so-called DCA method based on a d.c.\ (difference of convex functions) optimization approach (algorithm) for solving large… 
Highly Cited
2003
Highly Cited
2003
Interhemispheric water exchange in the Atlantic Ocean
1991
1991
Improving local torque optimization techniques for redundant robotic mechanisms
Two techniques that improve existing local torque optimization methods for redundant robotic mechanisms are proposed. The first… 
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