his paper introduces the MKR algorithm for Military Knowledge Acquisition system. MKR is an incremental and efficient algorithm for learning from examples. In MKR, this paper made a further improvement on IDSR algorithm, raising it's efficiency.This paper also developed an anti-disturbance mechanism in MKR, extending the field in which the algorithm can be applied.