Optimal Multiple Regression Model with Constraints and its Application
带约束的最优多元回归模型及其应用

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 specialty of taking the fitting error, generalization ability and the characteristic of economical forecasting into account. In the end of paper, we take Jiangmen City as an example to examine the validity of the new model.