Nonlinear Optimization : Lectures given at the C.I.M.E. Summer School held in Cetraro, Italy, July 1-7, 2007 / by Immanuel M. Bomze, Vladimir F. Demyanov, Roger Fletcher, Tamás Terlaky ; edited by Gianni Di Pillo, Fabio Schoen.
Tipo de material:
TextoSeries Lecture Notes in Mathematics ; 1989Editor: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010Descripción: xiii, 279 páginas recurso en líneaTipo de contenido: - texto
- computadora
- recurso en línea
- 9783642113390
- QA402-402.37
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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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