Convex Analysis and Nonlinear Optimization Theoryand Examples /

• Κύριοι συγγραφείς: Borwein, Jonathan (Συγγραφέας), Lewis, Adrian (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2006.
• Έκδοση: Second Edition.
• Σειρά: CMS Books in Mathematics,
• Θέματα: Mathematics.; Mathematical analysis.; Analysis (Mathematics).; Mathematical optimization.; Calculus of variations.; Operations research.; Management science.; Analysis.; Optimization.; Calculus of Variations and Optimal Control; Optimization.; Operations Research, Management Science.

A cornerstone of modern optimization and analysis, convexity pervades applications ranging through engineering and computation to finance. This concise introduction to convex analysis and its extensions aims at first year graduate students, and includes many guided exercises. The corrected Second Ed...

Πίνακας περιεχομένων:

• Background
• Inequality Constraints
• Fenchel Duality
• Convex Analysis
• Special Cases
• Nonsmooth Optimization
• Karush—Kuhn—Tucker Theory
• Fixed Points
• More Nonsmooth Structure
• Postscript: Infinite Versus Finite Dimensions
• List of Results and Notation.