The optimal long-run inflation rate for the U.S. economy is determined by both demand and supply shocks, leading to a positive inflation rate. This is found through a model that considers occasional constraints on interest rates. Additionally, imperfect information and model uncertainty also play a role in determining the optimal inflation rate.