A Novel Biobjective Risk-Based Model for Stochastic Air Traffic Network Flow Optimization Problem
Joint Authors
Zhu, Yanbo
Cai, Kaiquan
Jia, Yaoguang
Xiao, Mingming
Source
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-06-09
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
Network-wide air traffic flow management (ATFM) is an effective way to alleviate demand-capacity imbalances globally and thereafter reduce airspace congestion and flight delays.
The conventional ATFM models assume the capacities of airports or airspace sectors are all predetermined.
However, the capacity uncertainties due to the dynamics of convective weather may make the deterministic ATFM measures impractical.
This paper investigates the stochastic air traffic network flow optimization (SATNFO) problem, which is formulated as a weighted biobjective 0-1 integer programming model.
In order to evaluate the effect of capacity uncertainties on ATFM, the operational risk is modeled via probabilistic risk assessment and introduced as an extra objective in SATNFO problem.
Computation experiments using real-world air traffic network data associated with simulated weather data show that presented model has far less constraints compared to stochastic model with nonanticipative constraints, which means our proposed model reduces the computation complexity.
American Psychological Association (APA)
Cai, Kaiquan& Jia, Yaoguang& Zhu, Yanbo& Xiao, Mingming. 2015. A Novel Biobjective Risk-Based Model for Stochastic Air Traffic Network Flow Optimization Problem. The Scientific World Journal،Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1079079
Modern Language Association (MLA)
Cai, Kaiquan…[et al.]. A Novel Biobjective Risk-Based Model for Stochastic Air Traffic Network Flow Optimization Problem. The Scientific World Journal No. 2015 (2015), pp.1-10.
https://search.emarefa.net/detail/BIM-1079079
American Medical Association (AMA)
Cai, Kaiquan& Jia, Yaoguang& Zhu, Yanbo& Xiao, Mingming. A Novel Biobjective Risk-Based Model for Stochastic Air Traffic Network Flow Optimization Problem. The Scientific World Journal. 2015. Vol. 2015, no. 2015, pp.1-10.
https://search.emarefa.net/detail/BIM-1079079
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1079079