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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.
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Selected Applications of Convex Optimization, Li Li
- Language
- Released
- 2015
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- (Paperback)
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- Title
- Selected Applications of Convex Optimization
- Language
- English
- Authors
- Li Li
- Publisher
- Springer Berlin Heidelberg
- Released
- 2015
- Format
- Paperback
- Pages
- 152
- ISBN13
- 9783662463550
- Category
- Business and Economics, Mathematics
- Description
- 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.