Selected applications of convex optimization [electronic resource] / Li Li.
Li, Li. author.
2015
QA402-402.37
Available Online

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Title Selected applications of convex optimization [electronic resource] / Li Li.
Author Li, Li. author.
ISBN 9783662463567 electronic book
3662463563 electronic book
9783662463550
DOI https://doi.org/10.1007/978-3-662-46356-7
Published Heidelberg : Springer, 2015.
Language English
Description 1 online resource (x, 140 pages) : illustrations.
Item Number 10.1007/978-3-662-46356-7 doi
Call Number QA402-402.37
Dewey Decimal Classification 519.6
Summary 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.
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed March 30, 2015).
Series Springer optimization and its applications ; volume 103.
Available in Other Form Print version: 9783662463550
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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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