TY  - BOOK
AU  - Li,Li
ED  - SpringerLink (Online service)
TI  - Selected Applications of Convex Optimization
T2  - Springer Optimization and Its Applications,
SN  - 9783662463567
AV  - QA402-402.37 
U1  - 519.6 23
PY  - 2015///
CY  - Berlin, Heidelberg
PB  - Springer Berlin Heidelberg, Imprint: Springer
KW  - mathematics
KW  - Computer software
KW  - Mathematical models
KW  - Operations research
KW  - Management science
KW  - Mathematics
KW  - Operations Research, Management Science
KW  - Mathematical Software
KW  - Mathematical Modeling and Industrial Mathematics
N1  - Preliminary Knowledge -- Support Vector Machines -- Parameter Estimations -- Norm Approximation and Regulariztion -- Semi-Definite Programing and Linear Matrix Inequalities -- Convex Relaxation -- Geometric Problems
N2  - 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
UR  - http://dx.doi.org/10.1007/978-3-662-46356-7
ER  -