混合核支持向量回归及对社会用电量的预测

SVR using Mixtures of Kernels and Its Application in Forecasting of Electricity Consumption of Society

介绍了混合核支持向量回归的方法,并运用该方法对广州市每月的全社会用电量进行了预测.结果表明,混合核支持向量回归的方法具有较好的预测性能,有一定的实用价值.

This paper introduces the methods for support vector regression of mixtures of kernels and applies the methods to forecast monthly electricity consumption of society in Guangzhou. The result shows that this method is effective and practical.