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A fuzzy decision tree model for airport terminal departure passenger traffic forecasting

  • Harbin Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The airport terminal departure passenger traffic forecast is the key premise for the airport passenger traffic management system to control and guide passenger traffic flow. However, because the flow is affected by many factors, it is strongly random and nonlinear; so, it can be difficult to forecast traffic accurately. The fuzzy decision tree approach is developed based on the decision tree method combined with the fuzzy mathematics theory. This approach is mainly used in the field of decision making. This paper applies the thinking of decision to forecast and applies the improved fuzzy decision tree method to terminal departure passenger traffic forecast. The case analysis indicates that a more concise and accurate forecast can be achieved using the fuzzy decision tree approach.

Original languageEnglish
Title of host publicationCICTP 2014
Subtitle of host publicationSafe, Smart, and Sustainable Multimodal Transportation Systems - Proceedings of the 14th COTA International Conference of Transportation Professionals
PublisherAmerican Society of Civil Engineers (ASCE)
Pages11-17
Number of pages7
ISBN (Print)9780784413623
DOIs
StatePublished - 2014
Event14th COTA International Conference of Transportation Professionals: Safe, Smart, and Sustainable Multimodal Transportation Systems, CICTP 2014 - Changsha, China
Duration: 4 Jul 20147 Jul 2014

Publication series

NameCICTP 2014: Safe, Smart, and Sustainable Multimodal Transportation Systems - Proceedings of the 14th COTA International Conference of Transportation Professionals

Conference

Conference14th COTA International Conference of Transportation Professionals: Safe, Smart, and Sustainable Multimodal Transportation Systems, CICTP 2014
Country/TerritoryChina
CityChangsha
Period4/07/147/07/14

Keywords

  • Decision tree
  • Fuzzy mathematics theory
  • Terminal passenger traffic forecast

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