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Selected Applications of Convex Opti...
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Selected Applications of Convex Optimization
Record Type:
Language materials, printed : Monograph/item
Title/Author:
Selected Applications of Convex Optimization/ by Li Li.
Author:
Li, Li.
Description:
X, 140 p. 30 illus., 25 illus. in color.online resource. :
Contained By:
Springer Nature eBook
Subject:
Operations research. -
Online resource:
https://doi.org/10.1007/978-3-662-46356-7
ISBN:
9783662463567
Selected Applications of Convex Optimization
Li, Li.
Selected Applications of Convex Optimization
[electronic resource] /by Li Li. - 1st ed. 2015. - X, 140 p. 30 illus., 25 illus. in color.online resource. - Springer Optimization and Its Applications,1031931-6828 ;. - Springer Optimization and Its Applications,104.
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
Standard No.: 10.1007/978-3-662-46356-7doiSubjects--Topical Terms:
573517
Operations research.
LC Class. No.: QA402-402.37
Dewey Class. No.: 519.6
Selected Applications of Convex Optimization
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