Air Traffic Flow Management Integrating Separation Management and Ground Holding: An Efficiency-Equity Bi-objective Perspective

• Published in: Transportation research. Part B: methodological Vol. 155; pp. 394 - 423
• Main Authors: Guo, Yechenfeng, Hu, Minghua, Zou, Bo, Hansen, Mark, Zhang, Ying, Xie, Hua
• Format: Journal Article
• Language: English
• Published: Oxford Elsevier Ltd 01.01.2022; Elsevier Science Ltd
• Subjects: air traffic flow management; Air traffic management; Airlines; Algorithms; Efficiency; efficiency-equity bi-objective optimization; Equity; Genetic algorithms; learning-augmented nondominated sorting algorithm; Machine learning; Numerical analysis; Optimization models; Parameter sensitivity; robustness; Robustness (mathematics); Separation; separation management with ground holding; solution selection from a Pareto frontier; Sorting algorithms; Traffic flow; robustness; learning-augmented nondominated sorting algorithm; air traffic flow management; solution selection from a Pareto frontier; separation management with ground holding; efficiency-equity bi-objective optimization

•Propose integrated ATFM models for separation management and ground holding•Jointly consider system efficiency and inter-airline equity when allocating ATFM delay•Introduce robustness to both system efficiency and inter-airline equity•Develop exact, heuristic, and learning-augmented heuristic solut...