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.
€51.16
Tabella dei contenuti
Preliminary Knowledge.- Support Vector Machines.- Parameter Estimations.- Norm Approximation and Regulariztion.- Semi-Definite Programing and Linear Matrix Inequalities.- Convex Relaxation.- Geometric Problems.
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Lingua Inglese ● Formato PDF ● Pagine 140 ● ISBN 9783662463567 ● Casa editrice Springer Berlin ● Città Heidelberg ● Paese DE ● Pubblicato 2015 ● Scaricabile 24 mesi ● Moneta EUR ● ID 4111992 ● Protezione dalla copia Adobe DRM
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