Ebook: Selected Applications of Convex Optimization
Author: Li Li (auth.)
- Tags: Operations Research Management Science, Mathematical Software, Mathematical Modeling and Industrial Mathematics
- Series: Springer Optimization and Its Applications 103
- Year: 2015
- Publisher: Springer-Verlag Berlin Heidelberg
- Edition: 1
- Language: English
- pdf
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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