Selected Applications of Convex Optimization

Paperback Engels 2015 9783662463550
Verwachte levertijd ongeveer 9 werkdagen

Samenvatting

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.

Specificaties

ISBN13:9783662463550
Taal:Engels
Bindwijze:paperback
Aantal pagina's:115
Uitgever:Springer Berlin Heidelberg

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Inhoudsopgave

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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        Selected Applications of Convex Optimization