ENGLISH

Selected Applications of Convex Optimization

By Li Li

Book information

Publisher
Springer
Year
2015
ISBN
3662463555, 9783662463550, 9783662463567
DOI
10.1007/9783662463567
ISSN
1931-6828
Language
english
Format
PDF
Filesize
4 MB (3876949 bytes)
Series
Springer Optimization and Its Applications 103
Pages
C, X, 140\150
Orientation
portrait
Scanned
no
Time added
2015-04-01 04:16:03
Математика;Методы оптимизации

Description

Presents applications of convex optimization issues arranged in a synthetic way Demonstrates the interplay of convex optimization theory and applications of carefully designed Matlab sample codes Introduces all derivation processes in details so that readers can teach themselves without any difficulties 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. Content Level » Research Keywords » Convex Optimization - Convex Relaxation - Expectation Maximization - Linear Matrix Inequalities - Support Vector Machines - data mining Related subjects » Applications - Computational Science & Engineering - Mathematics

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