Selected Applications of Convex Optimization | 3.68 MB
Title: Selected Applications of Convex Optimization (Springer Optimization and Its Applications, 103)
Author: Li
Category: Business & Finance, Management & Leadership, Operations Research, Nonfiction, Science & Nature, Mathematics, Applied, Computers, Application Software
Language: English | 150 Pages | ISBN: 3662463555
Description:
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.
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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.
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