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.
Material type: TextSeries: C.I.M.E. Foundation Subseries ; 1989Publisher: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010Description: XIII, 279 p. online resourceContent type:- text
- computer
- online resource
- 9783642113390
- 518 23
- QA71-90
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.
There are no comments on this title.