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A nonmonotone filter trust region method for nonlinear constrained optimization - MaRDI portal

A nonmonotone filter trust region method for nonlinear constrained optimization (Q953386)

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scientific article; zbMATH DE number 5370030
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A nonmonotone filter trust region method for nonlinear constrained optimization
scientific article; zbMATH DE number 5370030

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    A nonmonotone filter trust region method for nonlinear constrained optimization (English)
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    20 November 2008
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    The following minimization problem is considered: \[ \text{Minimize }f(x)\text{ subject to }c_i(x)=0\text{ for }i\in\{1,\dots,m\}, \] where \(x\in \mathbb{R}^n\), \(f:\mathbb{R}^n\to R\), and \(c_i(x)\), \(i\in\{1,\dots,m\}\) are twice continuously differentiable functions. The non-monotone filter technique and the fraction of Cauchy decrease are introduced. Using these concepts, the authors propose a non-monotone filter trust region algorithm for solving the minimization problem. Convergence properties and some numerical results in the concluding part of the paper show the efficiency of the proposed algorithm.
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    nonmonotone
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    filter
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    trust region
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    equality constraints
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    global convergence
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