Traffic flow prediction based on hierarchical genetic optimized algorithm

3rd International Conference on Innovative Computing Information and Control, ICICIC'08

Volumn , Issue , 2008, Pages

  Guan, Hai Shuang ^a   Ma, Wen Ge ^b   Meng, Yan Yu ^a  

^a BEIHUA UNIVERSITY   (China)

^b LIAONING UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

CONTROL METHODS; FIELD DATA; FUZZY MEMBERSHIP FUNCTION; FUZZY REASONING; FUZZY WAVELET NEURAL NETWORKS; HIERARCHICAL GENETIC ALGORITHM; HIGH-PRECISE; INTELLIGENT TRANSPORTATION SYSTEM; INTERNATIONAL CONFERENCES; NETWORK STRUCTURES; SHORT-TERM TRAFFIC FLOW; TRAFFIC FLOW PREDICTION; TRAFFIC FLOWING; WAVELET FUNCTIONS;

ARTIFICIAL INTELLIGENCE; DIESEL ENGINES; FORECASTING; FUZZY CONTROL; GENETIC ALGORITHMS; INTELLIGENT VEHICLE HIGHWAY SYSTEMS; MEMBERSHIP FUNCTIONS; NEURAL NETWORKS; OPTIMIZATION; TRAFFIC CONTROL; TRAFFIC SURVEYS; VEHICLE LOCATING SYSTEMS;

FUZZY NEURAL NETWORKS;

EID: 52449089399     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICICIC.2008.580     Document Type: Conference Paper

References (5)

1. F.M. Yang, and S.Y. Zhu, "Short-term traffic flow forecasting based wavelet", Journal of Chongqing Jiaotong University, Chongqing Jiaotong University, Chongqing, 2006, pp. 99-102.
2. L.C. Yang, L. Jia, L.Q. He, and Q.J. Kong, "Study of traffic flow forecast algorithms based on chaotic wavelet networks", Journal of Shandong University, Shandong University, Shandong, 2005, pp. 46-49.
3. J.Z. Peng, Y.N. Wang, and W. Sun, "Fuzzy wavelet neural networks control based on hybrid learning algorithm", Journal of Shandong University, Shandong University, Shandong, 2006, pp. 51-54.
4. Y.F. Cao, Y.C. Wang, and J.W. Wang, "Automatic fuzzy rule extraction based on hierarchical genetic algorithm weighted fuzzy neural networks", Microcomputer Applications, Institute of Acoustics, Chinese Academy of sciences, Beijing, 2006, pp. 445-447.
5. M. Srinivas, and L.M. Patnaik, "Adaptive probabilities of crossover and mutation in genetic algorithm", IEEE trans. on SMC, IEEE, American, 1994, pp. 130-134.