A three component overlapping chromatogram was investigated by the SRA and ANN,and the results show that both the training speed and the predicted results can be significantly improved by the method.

• 结果表明：采用逐步回归分析法对数据进行处理后，不仅提高了训练速度，而且预测结果也得到了明显的改善。