Abstract
The cumulative curve of development cost for torpedo shows similar to shape S. Establish the grey Verhulst model of development cost for torpedo, selecting the data for several years. We can get fitted values of its historical data and the predictive value of the next data. To take full advantage of information resource contains in the raw data, we find a mapping between historical data and the predictive value using BP neural networks. Simulation shows that this method has good prediction accuracy.
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References
Chen, X.: Equipment Systems. National Defence Industry Press, Beijing (1995)
Jin, F., Cui, H., Zhang, Y., Li, Q.: Forecast and Emulation Research on the Cost of Development for Military Equipment Transactions of Beijing Institute of technology (2006)
Liang, Y., Li, B., Li, Y., Li, Z.: Forecast Development Cost Based on Improved BP Neural Network. Tactical Missile Technology (2006)
Li, D., Zhang, H.: Development Cost Estimation of Aircraft Frame Based on BP Neural Networks. Fire Control and Command Control (2006)
Deng, J.: Grey Predict and Grey Decision-making. Huazhong University of Science and Technology Publishing House, Wuhan (2002)
Wei, H.: Neural Network Structure Design Theory and Method. National Defense Industry Press, Beijing (2005)
Moravej, Z., Vishwakarma, D.N., Singh, S.P.: ANN Based Protection for Power Transformers. Electr.Mach, Power Sits (2000)
Liu, Y., Cao, J., Dai, Y.: Network Traffic Prediction Based on Compensated Grey Neural Network Model. Computer Applications (2007)
Zhang, X., Li, S.: Dynamic Data Sequence Forecasting Base on Combined Model of grey Neural Network. Electronic Measurement Technology (2009)
Zhao, Y.: Missile Weapons and Equipment of the Best Service in Life. College of the Air Force Missile (1998)
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© 2011 Springer-Verlag Berlin Heidelberg
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Liang, Qw., Zhao, Mq., Yang, P. (2011). Grey Verhulst Neural Network Model of Development Cost for Torpedo. In: Yu, Y., Yu, Z., Zhao, J. (eds) Computer Science for Environmental Engineering and EcoInformatics. CSEEE 2011. Communications in Computer and Information Science, vol 159. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-22691-5_6
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DOI: https://doi.org/10.1007/978-3-642-22691-5_6
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-22690-8
Online ISBN: 978-3-642-22691-5
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