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企业破产预测的 BP-th 神经网络系统 被引量:3

BP th Neural Network System on Prediction of Business Bankruptcy
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摘要 论述以双曲正切函数取代BP神经网络的Sigmoid作用函数的效果,验证表明:提高了网络运行效率及输出信息精度.在此基础上建立了企业破产预测BP-th神经网络系统,阐述如何建立企业财务信息的神经网络知识表达模式,通过考核,系统输出的企业破产与否的结论正确. In this paper sigmoid function of BP neural network is substituted by Th function. The proceeding effciency of network and outputing in formation precision are confirmed. On this basis, BP th Neural network of business bankruptcy prediction is established. The creation of expressingmodel of business bankruptcy prediction on neural network is indroduced. The output dawing from the system on whether or not the business bankrupts is right.
出处 《武汉交通科技大学学报》 EI 1998年第2期162-165,共4页 Journal of Wuhan University of Technology(Transportation Science & Engineering)
关键词 破产 预测 神经网络 BP算法 企业 baskruptcy prediction neural network BP algorithm quick ratio
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参考文献3

  • 1Odom M D,Sharada R. A neural network model for bankruptey predicator. IJCNN,1990(2):150-200.
  • 2Mirchanclani G. On hidden nodes for neural networks. IEEE Trans, On CAS:1989,37(5):62-100.
  • 3Limmack R.Corporate mergers and sharcholder wealth effects.Accountirg and Business Research,1991(83):239-251.

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