IJPAM: Volume 85, No. 3 (2013)

A REMIXED BAYESIAN NETWORK BASED ALGORITHM
FOR FLIGHT DELAY ESTIMATING

Yujie Liu1, Han Wu2
1College of Computer Science and Technology
Civil Aviation University of China
Tianjin, P.R. CHINA
2Department of Mathematics and Statistics
Minnesota State University
Mankato, MN, USA


Abstract. A new Bayesian Network algorithm is proposed in this paper. When seeking more accurate results, this new algorithm, Negotiating Method with Competition and Redundancy (NMCR), has bigger scale in structure than other network models we proposed. Time needed for network training and speed in testing show that NMCR works well in estimating of arrival flight delay, especially in flight chains mainly operated in China.

Received: November 15, 2012

AMS Subject Classification: 62F15, 68U20, 81T80

Key Words and Phrases: Bayesian network, flight delay, modeling and estimating, remixed algorithm

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DOI: 10.12732/ijpam.v85i3.3 How to cite this paper?
Source:
International Journal of Pure and Applied Mathematics
ISSN printed version: 1311-8080
ISSN on-line version: 1314-3395
Year: 2013
Volume: 85
Issue: 3