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Assessment for Production and Operation Ability of Medium and Small-sized Enterprises Based on Neural Network 被引量:3

Assessment for Production and Operation Ability of Medium and Small-sized Enterprises Based on Neural Network
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摘要 In order to improve production and operation ability of medium and small-sized enterprises, an assessment-index system of production and operation ability was proposed, and a corresponding assessment model was established based on BP neural network. The conjunction weights of the neural network were continuously modified from output layer to input layer in the process of neural network training to reduce the errors between the anticipated and actual outputs. The results from an example show that this method is reliable and feasible. The production and operation abilitv of an enterorise with assessed result of 0.833 is fairly oowerful, and that with assessed result of 0.644 is average. In order to improve production and operation ability of medium and small-sized enterprises, an assessment-index system of production and operation ability was proposed, and a corresponding assessment model was established based on BP neural network. The conjunction weights of the neural network were continuously modified from output layer to input layer in the process of neural network training to reduce the errors between the anticipated and actual outputs. The results from an example show that this method is reliable and feasible. The production and operation ability of an enterprise with assessed result of 0.833 is fairly powerful, and that with assessed result of 0.644 is average.
出处 《Journal of China University of Mining and Technology》 EI 2006年第3期376-380,共5页 中国矿业大学学报(英文版)
基金 Project 2001FJJ036 supported by Society Science Foundation of Henan Province
关键词 medium and small-sized enterprises production and operation ability BP neural network ASSESSMENT 中小企业 神经网络 产品管理 运营能力
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