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, Tams Terlaky ; edited by Gianni Di Pillo, Fabio Schoen.

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.

ZDB-2-SMA

ZDB-2-LNM