NDLI: Expressway OD Matrix Estimation Based on the Fuzzy Optimization Grey Prediction Model

Content Provider	IEEE Xplore Digital Library
Author	Wang Jianjun Wei Gang Yang Fashun He Qianqian
Copyright Year	2010
Abstract	PA mathematical prediction model of a large random, complex investigation fundamental data, which based on the traditional land-use patterns, population, income and other variables establish, has many deficiencies. Propose to establish a PA prediction model based on fuzzy optimization grey prediction theory. Adopt the algorithm which is a recursive estimation process time-series. It requires less priori data. And the process of the application software, data query, model calibration and testing of prediction accuracy was built. Based on the statistics of the toll station over the years, combine the result of model predictions to estimate the future for dynamic OD matrix. For a 10 OD pairs of the provincial freeway network, build the experimental platform which makes use of Trans CAD to establish in order to simulate and analyze. A large number of simulation results show that: compared with traditional models, both the relative error and absolute error of this method results are reduced.
Starting Page	1
Ending Page	5
File Size	555518
Page Count	5
File Format	PDF
ISBN	9781424458721
e-ISBN	9781424458745
DOI	10.1109/IWISA.2010.5473410
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-05-22
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Software testing Accuracy Predictive models Prediction theory Traffic control Calibration Mathematical model Application software Statistics Recursive estimation
Content Type	Text
Resource Type	Article

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