| |
|
|
|
|
|
|
|
|
1. |
Record Nr. |
UNINA9910299778803321 |
|
|
Autore |
Li Li |
|
|
Titolo |
Selected Applications of Convex Optimization / / by Li Li |
|
|
|
|
|
Pubbl/distr/stampa |
|
|
Berlin, Heidelberg : , : Springer Berlin Heidelberg : , : Imprint : Springer, , 2015 |
|
|
|
|
|
|
|
|
|
ISBN |
|
|
|
|
|
|
Edizione |
[1st ed. 2015.] |
|
|
|
|
|
Descrizione fisica |
|
1 online resource (X, 140 p. 30 illus., 25 illus. in color.) |
|
|
|
|
|
|
Collana |
|
Springer Optimization and Its Applications, , 1931-6828 ; ; 103 |
|
|
|
|
|
|
Disciplina |
|
|
|
|
|
|
Soggetti |
|
Operations research |
Management science |
Computer software |
Mathematical models |
Operations Research, Management Science |
Mathematical Software |
Mathematical Modeling and Industrial Mathematics |
|
|
|
|
|
|
|
|
Lingua di pubblicazione |
|
|
|
|
|
|
Formato |
Materiale a stampa |
|
|
|
|
|
Livello bibliografico |
Monografia |
|
|
|
|
|
Note generali |
|
Bibliographic Level Mode of Issuance: Monograph |
|
|
|
|
|
|
Nota di contenuto |
|
Preliminary Knowledge -- Support Vector Machines -- Parameter Estimations -- Norm Approximation and Regulariztion -- Semi-Definite Programing and Linear Matrix Inequalities -- Convex Relaxation -- Geometric Problems. |
|
|
|
|
|
|
|
|
Sommario/riassunto |
|
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. |
|
|
|
|
|
|
|
| |