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Selected Applications of Convex Optimization
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 pres...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2015.
|
| Edición: | 1st ed. 2015. |
| Colección: | Springer Optimization and Its Applications,
103 |
| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
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| 245 | 1 | 0 | |a Selected Applications of Convex Optimization |h [electronic resource] / |c by Li Li. |
| 250 | |a 1st ed. 2015. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Imprint: Springer, |c 2015. | |
| 300 | |a X, 140 p. 30 illus., 25 illus. in color. |b online resource. | ||
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| 490 | 1 | |a Springer Optimization and Its Applications, |x 1931-6836 ; |v 103 | |
| 505 | 0 | |a Preliminary Knowledge -- Support Vector Machines -- Parameter Estimations -- Norm Approximation and Regulariztion -- Semi-Definite Programing and Linear Matrix Inequalities -- Convex Relaxation -- Geometric Problems. | |
| 520 | |a 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. | ||
| 650 | 0 | |a Operations research. | |
| 650 | 0 | |a Management science. | |
| 650 | 0 | |a Computer software. | |
| 650 | 0 | |a Mathematical models. | |
| 650 | 1 | 4 | |a Operations Research, Management Science . |
| 650 | 2 | 4 | |a Mathematical Software. |
| 650 | 2 | 4 | |a Mathematical Modeling and Industrial Mathematics. |
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| 773 | 0 | |t Springer Nature eBook | |
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| 830 | 0 | |a Springer Optimization and Its Applications, |x 1931-6836 ; |v 103 | |
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| 950 | |a Mathematics and Statistics (SpringerNature-11649) | ||
| 950 | |a Mathematics and Statistics (R0) (SpringerNature-43713) | ||