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The book delves into the practical applications of convex optimization, covering essential topics such as support vector machines, parameter estimation, and semi-definite programming. It emphasizes detailed derivation processes to enhance understanding and provides concrete guidance for recognizing and formulating real-world convex optimization problems. Readers will gain insights into norm approximation, regularization, and geometric challenges, making it a valuable resource for both theoretical knowledge and practical application.
Nákup knihy
Selected Applications of Convex Optimization, Li Li
- Jazyk
- Rok vydania
- 2015
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- Titul
- Selected Applications of Convex Optimization
- Jazyk
- anglicky
- Autori
- Li Li
- Vydavateľ
- Springer Berlin Heidelberg
- Rok vydania
- 2015
- Väzba
- mäkká
- Počet strán
- 152
- ISBN13
- 9783662463550
- Kategórie
- Podnikanie a ekonómia, Matematika
- Anotácia
- The book delves into the practical applications of convex optimization, covering essential topics such as support vector machines, parameter estimation, and semi-definite programming. It emphasizes detailed derivation processes to enhance understanding and provides concrete guidance for recognizing and formulating real-world convex optimization problems. Readers will gain insights into norm approximation, regularization, and geometric challenges, making it a valuable resource for both theoretical knowledge and practical application.