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Selected Applications of Convex Opti...
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Selected Applications of Convex Optimization
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
正題名/作者:
Selected Applications of Convex Optimization/ by Li Li.
作者:
Li, Li.
面頁冊數:
X, 140 p. 30 illus., 25 illus. in color.online resource. :
Contained By:
Springer Nature eBook
標題:
Operations research. -
電子資源:
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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