Aircraft maintenance routing problem model and metaheuristic algorithm

In recent years, with the rapid development of civil air transport industry, aircraft maintenance routing problem (AMRP) research has been paid more and more attention. Firstly, this paper proposes an AMRP model that considers both the remaining legal flying time and the remaining legal flying days of aircrafts. Secondly, a hybrid metaheuristic algorithm (GA-CA) based on genetic algorithm and compressed annealing algorithm is proposed to solve the problem. Finally, we carried out two sets of experiments and results showed that the proposed algorithm can obtain high quality solutions in a short time.

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Publication Details

Journal
IET conference proceedings.
Published
2024-11-01
DOI
https://doi.org/10.1049/icp.2024.3658
Primary Topic
Advanced Manufacturing and Logistics Optimization
Type
article
Field-Weighted Citation Impact
0.00
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article

Aircraft maintenance routing problem model and metaheuristic algorithm

Yuan Yuan, Jiawei Yu, Jia Ma
IET conference proceedings.
Advanced Manufacturing and Logistics Optimization
article

Aircraft maintenance routing problem model and metaheuristic algorithm

Yuan Yuan, Jiawei Yu, Jia Ma
article en

Abstract

In recent years, with the rapid development of civil air transport industry, aircraft maintenance routing problem (AMRP) research has been paid more and more attention. Firstly, this paper proposes an AMRP model that considers both the remaining legal flying time and the remaining legal flying days of aircrafts. Secondly, a hybrid metaheuristic algorithm (GA-CA) based on genetic algorithm and compressed annealing algorithm is proposed to solve the problem. Finally, we carried out two sets of experiments and results showed that the proposed algorithm can obtain high quality solutions in a short time.

IET conference proceedings.Vol. 2023(49)
Shenyang Aerospace University (CN)
Affordable and clean energy
Openalex Percentile: Top 67%
Advanced Manufacturing and Logistics Optimization
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