A Lagrange network with time varying delay is proposed to solve quadratic programming problem with equality constrains. By linear matrix inequality(LMI), two criteria for exponential stability of the Lagrange network are established. The obtained stability criteria can be adaptable to either quickly changed or slowly changed time varying delay, which have wider applications, less conservativeness and are easy to check. Simulation results show the effectiveness of the proposed approaches.