It makes use of the condition of KKT to solve the problem that non-supports vectors transform to support vectors.And it can deal with the history simples efficiently.

• 通过对初始样本是否满足新增样本KKT条件的判断,解决非支持向量向支持向量的转化问题,有效地处理历史数据。