Selected Applications of Convex Optimization

Selected Applications of Convex Optimization

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 pres...

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Bibliographic Details
Main Author: Li, Li (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
Series:Springer Optimization and Its Applications, 103
Subjects:
Mathematics.
Computer software.
Mathematical models.
Operations research.
Management science.
Operations Research, Management Science.
Mathematical Software.
Mathematical Modeling and Industrial Mathematics.
Online Access:Full Text via HEAL-Link
Description
Summary: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.
Physical Description:X, 140 p. 30 illus., 25 illus. in color. online resource.
ISBN:9783662463567
ISSN:1931-6828 ;

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