Springer Optimization and Its Applications

Li, Li

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.

Details

Published by: Springer

Publication Date: 2015-04-09

Format: Paperback

ISBN-13: 9783662463550

DOI: 10.1007/978-3-662-46356-7

Dimensions: 235cm x155cm

Pages: 140