Abstract: Aimming at the characteristic of short-term forecasting for regional economy, combining with the research achievements of kernel methods and support vector regression, we propose an optimal multiple regression model with constraints. The new model has the

Key words: Multiple regression, Support vector regression, Economic forecasting