Nonlinear Optimization [electronic resource] : 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.
By: Bomze, Immanuel M [author.].
Contributor(s): Demyanov, Vladimir F [author.] | Fletcher, Roger [author.] | Terlaky, Tamás [author.] | Di Pillo, Gianni [editor.] | Schoen, Fabio [editor.] | SpringerLink (Online service).
Material type:
BookSeries: Lecture Notes in Mathematics: 1989Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010Description: XIII, 279 p. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783642113390.Subject(s): Mathematics | Mathematical optimization | Operations research | Mathematics | Operations Research, Mathematical Programming | OptimizationDDC classification: 519.6 Online resources: Click here to access online 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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