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
विषयसूची
Preliminary Knowledge.- Support Vector Machines.- Parameter Estimations.- Norm Approximation and Regulariztion.- Semi-Definite Programing and Linear Matrix Inequalities.- Convex Relaxation.- Geometric Problems.
भाषा अंग्रेज़ी ● स्वरूप PDF ● पेज 140 ● ISBN 9783662463567 ● प्रकाशक Springer Berlin ● शहर Heidelberg ● देश DE ● प्रकाशित 2015 ● डाउनलोड करने योग्य 24 महीने ● मुद्रा EUR ● आईडी 4111992 ● कॉपी सुरक्षा Adobe DRM
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