This paper investigated the optimal synchronization of the hyperchaotic Lü system. Based on the Hamilton-Jocobi-Bellman equation, a scheme for the optimal synchronization of the hyperchaotic Lü system with uncertain parameters was designed. The optimal controllers and the control laws of parameters were respectively derived on the infinite and finite time intervals. And the numerical simulations were given to verify the correctness of the theoretical analysis.