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
Tabla de Contenidos:
  • Preliminary Knowledge
  • Support Vector Machines
  • Parameter Estimations
  • Norm Approximation and Regulariztion
  • Semi-Definite Programing and Linear Matrix Inequalities
  • Convex Relaxation
  • Geometric Problems.

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