
Research on the Forecast of the BP Neural Network Based on the Orthogonal Test
Cai Anhui、 Liu Yonggang、 Sun Guoxiong
Strategic Study of CAE ›› 2003, Vol. 5 ›› Issue (7) : 67-71.
Research on the Forecast of the BP Neural Network Based on the Orthogonal Test
Cai Anhui、 Liu Yonggang、 Sun Guoxiong
The strategy for forecasting the BP neural network was researched on the basis of the training-studying samples that were obtained in the orthogonal test of L9(34). The self-contained orthogonal sample was the basic training and studying cell. When others samples were added into the self-contained orthogonal samples or the self-contained orthogonal samples were cut down, the forecasting results were completely irresponsible. On the same test condition and orthogonal test type, the self-contained orthogonal sample with large information content could forecast that with small information content at high precision. A new test-design approach was put forward. Namely, the self-contained orthogonal sample was obtained through the orthogonal test, and then, the values of all other samples whose factors were the same as that of the self-contained orthogonal sample could be forecast in the BP neural network and its precision was considerable high. Therefore, the time and labors were enormously saved.
BP neural network / orthogonal test / strategy / design-test approach / sample collection
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