Predicting taxi-out time at congested airports with optimization-based support vector regression methods

• Main Authors: Lian, Guan, Zhang, Yaping, Desai, Jitamitra, Xing, Zhiwei, Luo, Xiao
• Other Authors: School of Mechanical and Aerospace Engineering
• Format: Article
• Language: English
• Published: 2018
• Subjects: Support Vector Regression; Generalized Linear Model
• Online Access: https://hdl.handle.net/10356/85019; http://hdl.handle.net/10220/45093
• Institution: Nanyang Technological University

Accurate prediction of taxi-out time is significant precondition for improving the operationality of the departure process at an airport, as well as reducing the long taxi-out time, congestion, and excessive emission of greenhouse gases. Unfortunately, several of the traditional methods of predictin...