Least Squares Support Vector Machine Regression with Equality Constraints

In regression problems sometimes we may know a prior that some data is noiseless or the approximated function must passes through several points. In order to resolve these problems, the LS-SVM regression with equality constraints is proposed. The experimental results proved that our method is effective.