Consider the Lagrangian

for the regression support vector machine, where

By setting the derivatives of the Lagrangian with respect to , , , and
to zero and then back substituting to eliminate the corresponding variables, show that the dual Lagrangian is given by

Haeusler Stefan 2007-12-03