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_a9783662463567 _9978-3-662-46356-7 |
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_a10.1007/978-3-662-46356-7 _2doi |
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_aSpringer _cSpringer _dRU-ToGU |
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_a519.6 _223 |
| 100 | 1 |
_aLi, Li. _eauthor. _9312361 |
|
| 245 | 1 | 0 |
_aSelected Applications of Convex Optimization _helectronic resource _cby Li Li. |
| 260 |
_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg : _bImprint: Springer, _c2015. |
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| 300 |
_aX, 140 p. 30 illus., 25 illus. in color. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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_aonline resource _bcr _2rdacarrier |
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| 490 | 1 |
_aSpringer Optimization and Its Applications, _x1931-6828 ; _v103 |
|
| 505 | 0 | _aPreliminary Knowledge -- Support Vector Machines -- Parameter Estimations -- Norm Approximation and Regulariztion -- Semi-Definite Programing and Linear Matrix Inequalities -- Convex Relaxation -- Geometric Problems. | |
| 520 | _aThis 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 |
_amathematics. _9566183 |
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| 650 | 0 |
_aComputer software. _9303280 |
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| 650 | 0 |
_aMathematical models. _9460208 |
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| 650 | 0 |
_aOperations research. _9303058 |
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| 650 | 0 |
_aManagement science. _9459954 |
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_aMathematics. _9566184 |
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_aOperations Research, Management Science. _9353130 |
| 650 | 2 | 4 |
_aMathematical Software. _9303285 |
| 650 | 2 | 4 |
_aMathematical Modeling and Industrial Mathematics. _9303944 |
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| 773 | 0 | _tSpringer eBooks | |
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_aSpringer Optimization and Its Applications, _9303951 |
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| 856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-3-662-46356-7 |
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