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Selected applications of convex opti...
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Li, Li.
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Selected applications of convex optimization
Record Type:
Electronic resources : Monograph/item
Title/Author:
Selected applications of convex optimization/ by Li Li.
Author:
Li, Li.
Published:
Berlin, Heidelberg :Springer Berlin Heidelberg : : 2015.,
Description:
x, 140 p. :ill., digital ;24 cm.
[NT 15003449]:
Preliminary Knowledge -- Support Vector Machines -- Parameter Estimations -- Norm Approximation and Regulariztion -- Semi-Definite Programing and Linear Matrix Inequalities -- Convex Relaxation -- Geometric Problems.
Contained By:
Springer eBooks
Subject:
Mathematical optimization. -
Online resource:
http://dx.doi.org/10.1007/978-3-662-46356-7
ISBN:
9783662463567 (electronic bk.)
Selected applications of convex optimization
Li, Li.
Selected applications of convex optimization
[electronic resource] /by Li Li. - Berlin, Heidelberg :Springer Berlin Heidelberg :2015. - x, 140 p. :ill., digital ;24 cm. - Springer optimization and its applications,v.1031931-6828 ;. - Springer optimization and its applications ;v.52..
Preliminary Knowledge -- Support Vector Machines -- Parameter Estimations -- Norm Approximation and Regulariztion -- Semi-Definite Programing and Linear Matrix Inequalities -- Convex Relaxation -- Geometric Problems.
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.
ISBN: 9783662463567 (electronic bk.)
Standard No.: 10.1007/978-3-662-46356-7doiSubjects--Topical Terms:
517763
Mathematical optimization.
LC Class. No.: QA402.5 / .L5 2015
Dewey Class. No.: 519.6
Selected applications of convex optimization
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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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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.
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Mathematics and Statistics (Springer-11649)
based on 0 review(s)
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EB QA402.5 .L693 2015
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