Linear power adapters are relatively simple and use a linear regulator to reduce voltage, making them less efficient but often quieter. Switching power adapters, on the other hand, use advanced electronics to switch rapidly between on and off states, resulting in higher efficiency but potentially more electromagnetic interference (EMI) and noise.