Selected Applications of Convex Optimization

• Κύριος συγγραφέας: Li, Li (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
• Σειρά: Springer Optimization and Its Applications, 103
• Θέματα: Mathematics.; Computer software.; Mathematical models.; Operations research.; Management science.; Operations Research, Management Science.; Mathematical Software.; Mathematical Modeling and Industrial Mathematics.
• Φυσική περιγραφή: X, 140 p. 30 illus., 25 illus. in color. online resource.
• ISBN: 9783662463567
• ISSN: 1931-6828 ;

This book focuses on the applications of convex optimization and highlights several topics, including support vector machines, parameter estimation, norm approximation and regularization, semi-definite programming problems, convex relaxation, and geometric problems. All derivation processes are presented in detail to aid in comprehension. The book offers concrete guidance, helping readers recognize and formulate convex optimization problems they might encounter in practice.