Comparison of Methods to Produce Sample Points in Training ANN
Wang Shao-bo · Journal of Zhengzhou University of Technology · 2003
Based on the theory of the NN in the biology,the ANN is a complicated,massive,nonlinear dynamic system that simulates the biologic neural structureLots of sample points are required to train the ANNIn this paper, three methods are presented to produce the sample points adopted in training the ANNIt is testified that under the same condition even design is the best method to produce sample points,followed by orthogonal design,and the third is ransackingRansacking will be better if the number of sample points is largeWhen the function changes little with the variables,fewer factor levels can be chosen and orthogonal design is a good methodIts advantages stand out for the occasion of multiple variables and many factor levels.