In energy management strategy (EMS) problems, the main target is to improve energy efficiency while ensuring the dynamic performance of powertrain components. As the investigated powertrain is equipped with two motors and a four-speed AMT, the target is fulfilled by the optimization of gears engaged, operating mode, and motor torque allocation. The control system is then formulated as: