The key idea of SSVM is to transform the standard model of SVM into an unconstraint quadric convexprogrammingproblem.
SSVM模型的基本思想是将标准的支撑向量机模型转化成一个无约束二次凸规划模型进行求解。
2
The paper offers a dual problem for the semi-infinite convexprogramming by using the directional derivative with zero dual gap.
本文对半无限凸规划提出一个用方向导数表述的对偶问题，其对偶间隙为零。
3
SVM transforms machine learning to solve an optimization problem, and to solve a convex quadratic programmingproblem by the optimization theory and method constructing algorithms.