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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Li, Li (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Springer Optimization and Its Applications, 103
Temas:
Operations research.
Management science.
Computer software.
Mathematical models.
Operations Research, Management Science .
Mathematical Software.
Mathematical Modeling and Industrial Mathematics.
Acceso en línea:Texto Completo
Descripción
Sumario: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.
Descripción Física:X, 140 p. 30 illus., 25 illus. in color. online resource.
ISBN:9783662463567
ISSN:1931-6836 ;

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