Selected Applications of Convex Optimization - pr_1751876

Selected Applications of Convex Optimization

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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.

Product code: 9783662463550

ISBN 9783662463550
Series Springer Optimization and Its Applications
No. of pages 140
Dimensions H235xW155
Publisher Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition 2015 ed.
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.