Tackling uncertainties in aircraft maintenance routing: A review of emerging technologies

HL Ma, Y Sun, SH Chung, HK Chan - Transportation Research Part E …, 2022 - Elsevier
Aircraft maintenance routing (AMR) is crucial for both passenger airlines and cargo airlines
to maintain flight operations efficiency, meanwhile it ensures that aircraft fulfill the civil …

Review on meta-heuristics approaches for airside operation research

KKH Ng, CKM Lee, FTS Chan, Y Lv - Applied soft computing, 2018 - Elsevier
The number of publications related to airside operation research is increasing and gaining
in popularity. This paper aims to provide researchers with a comprehensive and extensive …

The mean-variance approach for global supply chain risk analysis with air logistics in the blockchain technology era

TM Choi, X Wen, X Sun, SH Chung - Transportation Research Part E …, 2019 - Elsevier
Supply chain operations have entered the digital era with the emergence of blockchain
technology. In this paper, we discuss how the mean–variance (MV) approach can be …

Evolutionary computation for intelligent transportation in smart cities: A survey

ZG Chen, ZH Zhan, S Kwong… - IEEE Computational …, 2022 - ieeexplore.ieee.org
As the population in cities continues to increase, large-city problems, including traffic
congestion and environmental pollution, have become increasingly serious. The …

A matheuristic for the robust integrated airline fleet assignment, aircraft routing, and crew pairing problem

MB Ahmed, M Hryhoryeva, LM Hvattum… - Computers & Operations …, 2022 - Elsevier
We address an integrated airline scheduling problem that combines three airline planning
processes: fleet assignment, aircraft routing, and crew pairing. For a given daily flight …

Day-ahead aircraft routing with data-driven primary delay predictions

S Birolini, A Jacquillat - European Journal of Operational Research, 2023 - Elsevier
Flight delays are major sources of disruptions in airline operations. To mitigate them, day-
ahead aircraft routing aims to create flight sequences that can absorb delays and minimize …

Heuristic approaches for flight retiming in an integrated airline scheduling problem of a regional carrier

V Cacchiani, JJ Salazar-González - Omega, 2020 - Elsevier
Flight retiming in airline scheduling consists in slightly modifying the scheduled departure
time of some flights with the goal of providing a better service with a cheaper cost. In this …

Integrated airline planning: Robust update of scheduling and fleet balancing under demand uncertainty

L Cadarso, R de Celis - Transportation Research Part C: Emerging …, 2017 - Elsevier
The airline schedule planning problem is defined as the sequence of decisions that need to
be made to obtain a fully operational flight schedule. Historically, the airline scheduling …

Robust integrated maintenance aircraft routing and crew pairing

MB Ahmed, FZ Mansour, M Haouari - Journal of Air Transport Management, 2018 - Elsevier
Given a daily flight schedule and a set of aircraft fleets, the integrated aircraft routing and
crew scheduling problem requires finding a maintenance feasible set of aircraft routes and …

A survey of robust optimization based machine learning with special reference to support vector machines

M Singla, D Ghosh, KK Shukla - International Journal of Machine Learning …, 2020 - Springer
This paper gives an overview of developments in the field of robust optimization in machine
learning (ML) in general and Support Vector Machine (SVM)/Support Vector Regression …