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15-04-2015, 08:28

Selected Applications of Convex Optimization

Category: E-Books

Selected Applications of Convex Optimization

Selected Applications of Convex Optimization
Springer | Mathematics | May 14 2015 | ISBN-10: 3662463555 | 140 pages | pdf | 3.68 mb

by Li Li (Author)
From the Back Cover
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.

Content Level Research
Keywords Convex Optimization - Convex Relaxation - Expectation Maximization - Linear Matrix Inequalities - Support Vector Machines - data mining
Related subjects Applications - Computational Science & Engineering - Mathematics









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