Power load forecasting based on artificial immune algorithm-weighted-SVM model
Xu Zhou · Relay · 2005
A new artificial immune algorithm weighted support vector machine forecasting model is presented in this paper.Different training example has different importance,so the author gives different weight to the parameter of different training example.And artificial immune algorithm to select the most suitable kernel function and parameter are also employed.It is well known that there are few theories about how to select the kernel function and parameter,the problem can be solved by this way rather than by experience.Simulation results have proved its validity and effectiveness.