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Conjugate duality in convex optimization - MaRDI portal

Conjugate duality in convex optimization (Q1039389)

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scientific article; zbMATH DE number 5640268
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Conjugate duality in convex optimization
scientific article; zbMATH DE number 5640268

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    Conjugate duality in convex optimization (English)
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    30 November 2009
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    The author provides a survey about the classical theory and new results in the area of conjugate functions and its applicability in mathematical optimization. In six chapters, he gives insights in \(*\) the general perturbation approach for different classes of optimization problems, \(*\) the generalization of the Moreau-Rockafellar formula and closedness-type regularity conditions, \(*\) biconjugates formulas for different classes of convex functions, \(*\) generalized notions of strong duality using weakened regularity conditions of closedness type, \(*\) the classical Fenchel duality and associated modifications, \(*\) the application of conjugate duality to monotone operators.
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    conjugate function
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    convex optimization
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    general perturbation
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    duality
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    regularity condition
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    monotone operator
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