Freeway traffic flow model based on rough sets and elman neural network

Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009

Volumn , Issue , 2009, Pages

  Liang, Xinrong ^a,b   Fan, Yekun ^a   Li, Jianye ^a  

^a Wuyi University   (China)

^b SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Elman neural network; Freeway; Rough sets theory; Traffic flow model

Indexed keywords

COMBINED MODEL; ELMAN NEURAL NETWORK; FREEWAY TRAFFIC; NEW TOOLS; OFF-RAMP; ON-RAMP; ONLINE MODELING; REDUNDANT FEATURES; ROUGH SET; ROUGH SETS THEORY; SAMPLE DATA; TRAFFIC FLOW MODELS; UNCERTAIN KNOWLEDGE;

COMPUTER SCIENCE; COMPUTER SIMULATION; FUZZY CLUSTERING; FUZZY SET THEORY; ROUGH SET THEORY; TRAFFIC CONTROL; TRAFFIC SURVEYS;

NEURAL NETWORKS;

EID: 77949641196     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIECS.2009.5362604     Document Type: Conference Paper

References (8)

1. Z. W. Luo, Z. J. Wu, Z. J. Han, "Radial basis function neural network for a traffic flow model," Journal of Tsinghua University, vol. 41, pp. 106-110, September 2001. (in Chinese)
2. Y. G. Sa, Y. C. Hu, J. M. Xu, "The neural network model of freeway dynamic traffic flow," Journal of South China University of Technology, vol. 30, pp. 91-94, August 2002. (in Chinese)
3. J. M. Xiao, T. F. Zhang, X. H. Wang, "Neural network model of freeway traffic flow based on rough sets," Computer Engineering, vol. 31, pp. 193-196, May 2005. (in Chinese)
4. X. R. Liang, Y. X. Wei, "Freeway traffic flow modeling based on recurrent neural network and wavelet transform," Proceedings of the International Conference on Transportation Engineering, Chengdu, China, pp. 1088-1093, July 2007.
5. W. Deng, X. F. Wang, X. H. Yang, P. He, "Research on case retrieval method in the conceptual design based on rough set," Proceedings of the IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application, Wuhan, China, pp. 61-65, December 2008.
6. Q. Liu, "Rough sets and rough reasoning," Science Press, Beijing, China, 2003, pp. 11-50. (in Chinese)
7. Y. J. Zhan, G. D. Hu, Y. Y. Wu, "The feature selection and extraction of hyperspectral mineralization information based on rough sets theory," Proceedings of the IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application, Wuhan, China, pp. 282-286, December 2008.
8. X. R. Liang, Z. Y. Liu, Z. Y. Mao, "Elman neural network model of freeway dynamic traffic flow," Journal of Traffic and Transportation Engineering, vol. 6, pp. 92-96, September 2006. (in Chinese)