The fractional calculus of variations for a forced Birkhoffian system with two fractional differential operators was studied, and the generalized fractional forced Birkhoff equations were obtained. Then, the fractional Hamilton equations and fractional Lagrange equations with two fractional differential operators were presented, respectively. Finally, the generalized fractional Lotka biochemical oscillator model and the generalized fractional HojmanUrrutia model were discussed, respectively.