Identification of the optimal vaccine allocation for the control of influenza requires consideration of uncertainty arising from numerous unpredictable factors, including viral evolution and diversity within the human population’s immunity as well as variation in vaccine efficacy. The best policy must account for diverse potential outcomes based on these uncertainties....