When the LSSVM is trained with sufficient sample data, AGA is applied to optimize super parameters of LSSVM via minimizing fitting errors between forecasted data and measured data.

• 在最小二乘支持向量机通过采样数据训练模型的过程中，用自适应遗传算法评价拟合误差，优化LSSVM模型的超参数，进而优化开关磁阻电机的磁链模型。