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Augmented Lagrangian method for probabilistic optimization

Annals of Operations Research, 2011
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Darinka Dentcheva   +1 more
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An augmented Lagrangian method for video restoration

2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2011
This paper presents a fast algorithm for restoring video sequences. The proposed algorithm, as opposed to existing methods, does not consider video restoration as a sequence of image restoration problems. Rather, it treats a video sequence as a space-time volume and poses a space-time total variation regularization to enhance the smoothness of the ...
Stanley H. Chan   +4 more
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Inexact accelerated augmented Lagrangian methods

Computational Optimization and Applications, 2015
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Myeongmin Kang   +2 more
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Augmented lagrangians and sphere packing problems

International Journal of Computer Mathematics, 1998
This paper has two main objectives. Firstly, the performance of a recently developed Nonlinear Programming algorithm based on Augmented Lagrangians on a family of optimization problems related to the classical Kissing Problem is reported. The test problems are easily defined in purely mathematical terms and its reproduction using standard scientific ...
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Properties of an augmented Lagrangian for design optimization

Optimization Methods and Software, 2010
We consider the task of design optimization, where the constraint is a state equation that can only be solved by a typically rather slowly converging fixed point solver. This process can be augmented by a corresponding adjoint solver, and based on the resulting approximate reduced derivatives, also an optimization iteration that updates the design ...
Adel Hamdi, Andreas Griewank
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On augmented Lagrangians for Optimization Problems with a Single Constraint

Journal of Global Optimization, 2004
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Rafail N. Gasimov, Alexander M. Rubinov
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An Augmented Lagrangian method for quasi-equilibrium problems

Computational Optimization and Applications, 2020
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Luis Felipe Bueno   +3 more
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An Augmented Lagrangian Function with Improved Exactness Properties

SIAM Journal on Optimization, 2002
The authors introduce a new exact augmented Lagrangian function for the solution of nonlinear programming problems \[ f(x)\to\text{minimum},\quad g(x)\leq 0. \] For this Lagrangian function, an equivalence between its unconstrained optimization and the solution of the given constrained problem is proved under mild assumptions.
Gianni Di Pillo, Stefano Lucidi
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Duality and Exact Penalization for General Augmented Lagrangians

Journal of Optimization Theory and Applications, 2010
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Regina Sandra Burachik   +2 more
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Further Study on Augmented Lagrangian Duality Theory

Journal of Global Optimization, 2005
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X. X. Huang, X. Q. Yang
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