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Augmented Lagrangian functions for cone constrained optimization: the existence of global saddle points and exact penalty property.
Maxim V. Dolgopolik
Published in:
J. Glob. Optim. (2018)
Keyphrases
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augmented lagrangian
constrained optimization
exact penalty
constrained optimization problems
duality gap
penalty function
saddle point
objective function
lagrange multipliers
markov random field
total variation
convex optimization
inequality constraints