A dual regularized method for solving a class of convex minimization problems (Q5954719)
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scientific article; zbMATH DE number 1701705
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | A dual regularized method for solving a class of convex minimization problems |
scientific article; zbMATH DE number 1701705 |
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A dual regularized method for solving a class of convex minimization problems (English)
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28 October 2002
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The author considers a class of convex infinite-dimensional minimization problems with inequality constraints in which the sum of the objective function and the constraints is strictly uniformly convex. For such problems, when an approximation is used, a method is suggested that consists in finding Lagrange multipliers for a finite-dimensional problem that is dual for the initial regularized problem.
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regularization methods
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convex infinite dimensional minimization problems
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approximate solution
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convergence
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Hilbert space
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inequality constraints
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