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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...
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| Lenguaje: | eng |
| Publicado: |
Springer
2015
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| Acceso en línea: | https://dx.doi.org/10.1007/978-3-662-46356-7 http://cds.cern.ch/record/2005878 |
| _version_ | 1780946238233903104 |
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| author | Li, Li |
| author_facet | Li, Li |
| author_sort | Li, Li |
| collection | CERN |
| description | 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. |
| id | cern-2005878 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2015 |
| publisher | Springer |
| record_format | invenio |
| spelling | cern-20058782021-04-21T20:24:11Zdoi:10.1007/978-3-662-46356-7http://cds.cern.ch/record/2005878engLi, LiSelected applications of convex optimizationMathematical Physics and MathematicsThis 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.Springeroai:cds.cern.ch:20058782015 |
| spellingShingle | Mathematical Physics and Mathematics Li, Li Selected applications of convex optimization |
| title | Selected applications of convex optimization |
| title_full | Selected applications of convex optimization |
| title_fullStr | Selected applications of convex optimization |
| title_full_unstemmed | Selected applications of convex optimization |
| title_short | Selected applications of convex optimization |
| title_sort | selected applications of convex optimization |
| topic | Mathematical Physics and Mathematics |
| url | https://dx.doi.org/10.1007/978-3-662-46356-7 http://cds.cern.ch/record/2005878 |
| work_keys_str_mv | AT lili selectedapplicationsofconvexoptimization |