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Nonlinear Optimization

by Bomze, Immanuel M.
Authors: Demyanov, Vladimir F.%author. | Fletcher, Roger.%author. | Terlaky, Tamás.%author. | Di Pillo, Gianni.%editor. | Schoen, Fabio.%editor. | SpringerLink (Online service) Series: Lecture Notes in Mathematics, 0075-8434 ; . 1989 Physical details: XIII, 279 p. online resource. ISBN: 3642113397 Subject(s): Mathematics. | Mathematical optimization. | Operations research. | Mathematics. | Operations Research, Mathematical Programming. | Optimization.
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Global Optimization: A Quadratic Programming Perspective -- Nonsmooth Optimization -- The Sequential Quadratic Programming Method -- Interior Point Methods for Nonlinear Optimization.

This volume presents recent advances in continuous optimization; it is authored by four well-known experts in the field and presents classical as well as advanced material on currently active research areas, such as: the family of Sequential Quadratic Programming methods for local constrained optimization, the study of Global Optimization by means of (non-convex) standard quadratic problems, Nonsmooth Optimization, and recent advances in Interior Point Methods for nonlinear optimization. The book is intended as a reference work for advanced research in the field of optimization theory and methods.

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