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Nonlinear Optimization: Lectures given at the C.I.M.E. Summer School held in Cetraro, Italy, July 1-7, 2007

✍ Scribed by Immanuel M. Bomze, Vladimir F. Demyanov, Roger Fletcher, Tamás Terlaky (auth.), Gianni Di Pillo, Fabio Schoen (eds.)

Publisher
Springer-Verlag Berlin Heidelberg
Year
2010
Tongue
English
Leaves
301
Series
Lecture Notes in Mathematics 1989 Fondazione C.I.M.E., Firenze
Edition
1
Category
Library
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✦ Synopsis

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.

✦ Table of Contents

Front Matter....Pages i-xiii
Global Optimization: A Quadratic Programming Perspective....Pages 1-53
Nonsmooth Optimization....Pages 55-163
The Sequential Quadratic Programming Method....Pages 165-214
Interior Point Methods for Nonlinear Optimization....Pages 215-276
Back Matter....Pages 277-289

✦ Subjects

Operations Research, Mathematical Programming; Optimization

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