The Price Forecasting of Military Aircraft Based on SVR

Abstract

The difficulty of the prediction of military aircraft purchase price lies in the small sample data, and the sample data have the complicated non-linear characteristics. By analyzing the influence of parameters of aircraft purchase price, SVR is proposed to predict the aircraft purchasing price model, and uses the model to predict the aircraft purchase price. The calculation results show that the prediction of the purchase price to establish military aircraft model has higher prediction accuracy.

Share and Cite:

Tong, J. , Du, J. , Chen, P. , Yuan, J. and Huan, Z. (2015) The Price Forecasting of Military Aircraft Based on SVR. Journal of Computer and Communications, 3, 234-237. doi: 10.4236/jcc.2015.35030.

Conflicts of Interest

The authors declare no conflicts of interest.

References

[1] Vapnik, V N. (1999) An Overview of Statistical Learning Theory. IEEE Trans. on Neural Network, 10, 988-999. http://dx.doi.org/10.1109/72.788640
[2] Schlkopf, B., et al. (2000) New Support Vector Algorithms. Neural Computation, 12, 1207-1245. http://dx.doi.org/10.1162/089976600300015565
[3] Chen, Q., Wu, M.C., Xue, Y.J., Yang, J.F. and Liu, G.Y. (2009) Carbon Flux Based on Support Vector Regression Prediction. Computer Engineering and Applications, 45, 235-238. (In Chinese)
[4] Li, D.Q. (2009) Application of Support Vector Machine Regression Method in Prediction of Ship’s Price Index. Ship & Ocean Engineering, 2, 104-106. (In Chinese)
[5] Lian, C.B., Zhao, Y.J., Li, H.L., Qu, F., Cai, F.L. and Zhang, J.T. (2008) Based on Support Vector Machine Regression Prediction of Coalbed Gas Content. J. Xi’an University of Science and Technology, 28, 707-710. (In Chinese)
[6] Li, R. and Li, G.M. (2008) Predict the Output of Photovoltaic Power Generation Based on Support Vector Machine Regression. China Electric Power, 41, 74-78. (In Chinese)

Copyright © 2023 by authors and Scientific Research Publishing Inc.

Creative Commons License

This work and the related PDF file are licensed under a Creative Commons Attribution 4.0 International License.