说明：  介绍了支持向量机(SVM)中广泛采用的算法-分解算法 ,总结了其收敛性证明的 总体思路并对目前最流行的 SVM算法库LIBSVM进行了详细的分析与研究
(Describes support vector machine (SVM) algorithm is widely used- decomposition algorithm, summed up the general idea of ​ ​ the convergence proof and the most popular SVM library LIBSVM algorithm carried out a detailed analysis and research)