Short-term traffic flow forecasting based on grey delay model

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 7530 LNAI, Issue , 2012, Pages 357-364

  Guo, Huan ^a   Xiao, Xinping ^a   Tang, Yuxiao ^b  

^a WUHAN UNIVERSITY OF TECHNOLOGY   (China)

^b ZHONGNAN UNIVERSITY OF ECONOMICS AND LAW   (China)

Author keywords

Delay time; GM (1,1, ) model; Grey system feature; Traffic flow

Indexed keywords

DELAY EFFECTS; DELAY MODELS; DELAY TIME; GM (1 , 1) MODEL; GREY SYSTEMS; SATISFACTORY PREDICTIONS; SHORT-TERM TRAFFIC FLOW FORECASTING; TRAFFIC FLOW; TRAFFIC SYSTEMS;

ARTIFICIAL INTELLIGENCE; SYSTEM THEORY;

TRAFFIC CONTROL;

EID: 84868216836     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33478-8_45     Document Type: Conference Paper

References (12)

1. Queen, C.M., Albers, C.J.: Intervention and Causality: Forecasting Traffic Flows Using a Dynamic Bayesian Network. Journal of the American Statistical Association 104, 669-681 (2009)
2. Tan, M.C., Wong, S.C.: An Aggregation Approach to Short-term Traffic Flow Prediction. IEEE Transactions on Intelligent Transportation Systems, 66-69 (2009)
3. Xie, Y.C., Zhao, K.G.: Gaussian Processes for Short-term Traffic Volume Forecasting. Transportation Research Record, 69-78 (2010)
4. Castro-Neto, M., Jeong, Y.S.: Online-SVR for Short-term Traffic Flow Prediction Under Typical and a Typical Traffic Conditions. Expert System with Applications 36(3), 6164-6173 (2009)
5. Reuter, U., Moller, B.: Artificial Neural Networks for Forecasting of Fuzzy Time Series. Computer-Aided Civil and Infrastructure Engineering 25(5), 363-374 (2010)
6. Huang, S., Sadek, A.W.: A Novel Forecasting Approach Inspired by Human Memory: The Example of Short-term Traffic Volume Forecasting. Transportation Research Part C-merging Technologies 17(5), 510-525 (2009)
7. Fang, Z.G., Liu, S.F.: The Military Traffic Flows Distribute Model Research of Maximum Gray Information Entropy Based on Maximum Concealment. Chinese Journal of Management Science 11(3), 56-61 (2003)
8. Sun, Y., Chen, S.F., Zhou, Z.Q.: Application of Grey Models to Traffic Flow Prediction at Non-detector Intersections. Journal of Southeast University (Natural Science Edition) 32(2), 256-258 (2002)
9. Deng, Z.L., Li, Q., Chen, Q.: Research on Short Time Traffic Flow Prediction Based on Gray System Theory. Technology of Highway and Transport 2(1), 117-119 (2006)
10. Dai, L.J., Huang, H.O.: Traffic Flow Forecast Model Based on Residual Correction of Grey System Theory. China Water Transport 8(7), 127-128 (2007)
11. Deng, J.L.: Grey Theory Foundation. Huazhong University of Technology Press, Wuhan (2002)
12. Dai, J.F., Ma, J.X.: Traffic Engineering Conspectus. China Communications Press, Beijing (2006)