Title: Selected Applications of Convex Optimization (Springer Optimization and Its Applications, 103)
Publisher: Springer
Publication Date: 2015
Language: English
ISBN 10: 3662463555
ISBN 13: 9783662463550
Binding: Soft cover
Condition: New

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Synopsis

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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