Differing from the existing grey prediction model mainly using one order accumulating generation sequence, a discrete grey model based on the inverse fractional order accumulating generation operator and the reducing generation operator is built, and the genetic algorithm for the optical order with the minimum average relative error is proposed. Case study shows that the discrete grey model with fractional operators can achieve better fitting precision than GM(1,1) and DGM(1,1).