In this paper, a criteria for the minimal recalculation based on the rough sets theory is given, and an improved algorithm for incremental learning is present.

• 本文从粗集理论出发，提出了一种最小重新计算的标准，并在此基础上，给出了一个增量式学习的改进算法。