Nonlinear Optimization [electronic resource] : Lectures given at the C.I.M.E. Summer School held in Cetraro, Italy, July 1-7, 2007 /
Bomze, Immanuel M.author.
C.I.M.E. Summer School(2007 :Cetraro, Italy)
C.I.M.E. Summer School
Demyanov, Vladimir F.author.
Fletcher, Roger.author.
Terlaky, Tamás.author.
Di Pillo, Gianni.editor.
Schoen, Fabio.editor.
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.
Bibliographic Level Mode of Issuance: Monograph
Includes bibliographical references.
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.
Computer mathematics.
Operations research.
Management science.
Mathematical optimization.
Computational Mathematics and Numerical Analysis.
Operations Research, Management Science.
Optimization.