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2009 Fifth International Conference on Natural Computation
Strategic Planning for Scientific and Technological Human Resource Based on BP Neural Network
Tianjian, China
August 14-August 16
ISBN: 978-0-7695-3736-8
Based on the existing theory of intelligent prediction, this paper applies back-propagation (BP) neural network to combine a variety of intelligent forecasting model, and uses back-propagation algorithm to determine the weight of combination model, which makes the model approach the development trend of things. Last, the author applies the intelligent combination model to forecast the quantity increase of science and technology staffs. The conclusion shows that: The combination of intelligent prediction model based on BP neural network can greatly improves the forecast accuracy, better than a single model and linear combination.
Index Terms:
Strategic Planning, Scientific and Technological Human Resource, BP neural network
Citation:
Ge Lei, Dai Feng, Wang Chunxin, Zhai Dongkai, Zhang Yong, "Strategic Planning for Scientific and Technological Human Resource Based on BP Neural Network," icnc, vol. 1, pp.311-315, 2009 Fifth International Conference on Natural Computation, 2009
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