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Penalty Methods, Barrier Methods and Augmented Lagrangians
1998Abstract We now turn to study some general optimization methods upon which we can later base the design of model decomposition algorithms (see Chapter 1). These general methods for constrained nonlinear optimization are the penalty methods that employ penalty or barrier functions giving rise to so-called exterior penalty methods or ...
Yair Censor, Stavros A Zenios
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A Decomposition Augmented Lagrangian Method for Low-Rank Semidefinite Programming
SIAM Journal on Optimization, 2023Yifei Wang, Kangkang Deng
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A Newton-CG Augmented Lagrangian Method for Semidefinite Programming
SIAM Journal on Optimization, 2010Kim-Chuan Toh, Defeng Sun
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An efficient augmented Lagrangian method for support vector machine
Optimization Methods and Software, 2020Qingna Li
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An Augmented Lagrangian Method for Optimization Problems in Banach Spaces
SIAM Journal on Control and Optimization, 2018Daniel Steck +2 more
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On Full Jacobian Decomposition of the Augmented Lagrangian Method for Separable Convex Programming
SIAM Journal on Optimization, 2015Xiaoming Yuan
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Augmented Lagrangian method for total variation restoration with non-quadratic fidelity
Inverse Problems and Imaging, 2011Juyong Zhang +2 more
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Augmented Lagrangian method for a mean curvature based image denoising model
Inverse Problems and Imaging, 2013, Xue-Cheng Tai, Tony F Chan
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