Selected Applications of Convex Optimization

by Li Li
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eBook

Publisher: Springer Berlin Heidelberg

Series: Springer Optimization and Its Applications

Publication Date: March 07, 2016

ISBN: 9783662463567

Binding: Kobo eBook

Availability: eBook

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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.