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Selected Applications of Convex Optimization
Selected Applications of Convex Optimization
Li Li
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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
Categories:
Year:
2015
Publisher:
Springer Berlin Heidelberg
Language:
English
Pages:
140
ISBN 10:
3662463563
ISBN:
3662463555,978-3-662-46355-0,978-3-662-46356-7,3662463563,978-7-302-39029-9
Series:
Springer Optimization and Its Applications : 103
Your tags:
Mathematics;Computer software;Mathematical models;Operations research;Management science
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