A trust region algorithm for constrained nonsmooth optimization problems (Q2748453)
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scientific article; zbMATH DE number 1659456
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | A trust region algorithm for constrained nonsmooth optimization problems |
scientific article; zbMATH DE number 1659456 |
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14 October 2001
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global convergence
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inexact trust region algorithm
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constrained nonsmooth optimization problems
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A trust region algorithm for constrained nonsmooth optimization problems (English)
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The authors present a new inexact trust region algorithm for solving constrained nonsmooth optimization problems of the form NEWLINE\[NEWLINE\text{minimize }f(x)\quad\text{subject to }x\in \Omega,NEWLINE\]NEWLINE where \(\Omega\) is a closed convex set in \(\mathbb{R}^n\) and \(f: \Omega\to \mathbb{R}\) is a locally Lipschitzian function in \(\Omega\). It is proved under certain conditions that the given algorithm is globally convergent.NEWLINENEWLINENEWLINENo numerical tests are given.
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