Application of BP Neural Network Based on Matlab in Comprehensive Evaluation for Highway Network Planning

Li Wang

doi:10.4028/www.scientific.net/AMM.361-363.1915

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 361-363Application of BP Neural Network Based on Matlab...

Application of BP Neural Network Based on Matlab in Comprehensive Evaluation for Highway Network Planning

Abstract:

In this paper BP neural network based on matlab is inducted and applied in comprehensive evaluation for highway network planning. Network model is constructed through the training of the sample data (make sure weights and threshold) .In this model,the internal relationship between input and output is determined objectively without the influence of the subjective factors. An application example is given that has proved the model is right and valid,the evaluation results should be more objective.

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Periodical:

Applied Mechanics and Materials (Volumes 361-363)

Pages:

1915-1918

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.361-363.1915

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Online since:

August 2013

Authors:

Li Wang

Keywords:

BP Neural Network (BPNN), Comprehensive Evaluation, Highway Network Planning, MATLAB

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References

[1] Hong Chen, Yingqiu Yan, Wei Zhou: The Comprehensive Evaluating Mothed of Highway Network Programming Schemes and Application. Systems Engineering-Theory& Practice, 1999(6), pp.107-109.

Google Scholar

[2] Hongxin Xie, Shen Xiao, Hairong Yang, Rongsheng Chen: Application of Neural Network in Expressway Network Comprehensive Evaluation. Journal of Highway and Transportation Research and Development, 2005(8), pp.106-109.

Google Scholar

[3] Wei Zhou, Shengrui Zhang, Hang Gao: A Study of the Comprehensive Evaluation for the Road Network Based on the Fuzzy Theory and Neural Network, China Journal of Highway and Transport, 1997(12), pp.76-83.

Google Scholar

[4] Defeng Zhang: Matlab Neural Network Application Design. Beijing. Mechanical Industry press , (2009).

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[5] Li Wang: Research on Improved Models Application of Highway Network Planning Comprehensive Evaluation. [degree thesis] , 2006. 4.

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