In the small sample problem, the data distribution is unknown and the traditional methods are complicated. In order to
address the small sample problem, it combines the grey accumulated generating operation with the GM (1, 1) model in
this article. This method is applied in the non-diffracting beam triangulation measurement system and compared with the
original methods. The result shows that the novel method can remove the abnormal data reasonably and quickly. In the
large sample problem, the new method can gain the same result as the statistical methods. In the small sample problem,
the proposed method can overcome the shortages of the existing evaluation methods and can be one of complements for
the original methods.
|