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...

Full description

Bibliographic Details
Call Number:Libro Electrónico
Main Author: Li, Li (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
Edition:1st ed. 2015.
Series:Springer Optimization and Its Applications, 103
Subjects:
Operations research.
Management science.
Computer software.
Mathematical models.
Operations Research, Management Science .
Mathematical Software.
Mathematical Modeling and Industrial Mathematics.
Online Access:Texto Completo
Table of Contents:
  • Preliminary Knowledge
  • Support Vector Machines
  • Parameter Estimations
  • Norm Approximation and Regulariztion
  • Semi-Definite Programing and Linear Matrix Inequalities
  • Convex Relaxation
  • Geometric Problems.

Similar Items