A Tabu-Based Multi-objective Particle Swarm Optimization for Irregular Flight Recovery Problem

doi:10.1007/978-3-031-20102-8_10

Residential College	false
Status	已發表Published
	A Tabu-Based Multi-objective Particle Swarm Optimization for Irregular Flight Recovery Problem
	Zhou，Tianwei 1,2; Lai，Yichen 1; Huang，Xiaojie 1; Chen，Xumin 1; Zhong，Huifen 1,3
	2023
Source Publication	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	13657 LNCS
Pages	121-132
Abstract	Air transportation is eminent for its fast speed and low cargo damage rate among other ways. However, it is greatly limited by emergent factors like bad weather and current COVID-19 epidemic, where irregular flights may occur. Confronted with the negative impact caused by irregular flight, it is vital to rearrange the preceding schedule to reduce the cost. To solve this problem, first, we established a multi-objective model considering cost and crew satisfaction simultaneously. Secondly, due to the complexity of irregular flight recovery problem, we proposed a tabu-based multi-objective particle swarm optimization introducing the idea of tabu search. Thirdly, we devised an encoding scheme focusing on the characteristic of the problem. Finally, we verified the superiority of the tabu-based multi-objective particle swarm optimization through the comparison against MOPSO by the experiment based on real-world data.
Keyword	Crew recovery Irregular flight Tabu search Tabu-based multi-objective particle swarm optimization
DOI	10.1007/978-3-031-20102-8_10
URL	View the original
Language	英語English
Scopus ID	2-s2.0-85148683579
Fulltext Access	View Full-Text via DOI View Full-Text via Scopus
Citation statistics
Document Type	Conference paper
Collection	University of Macau
Corresponding Author	Zhong，Huifen
Affiliation	1.College of Management,Shenzhen University,Shenzhen,518060,China 2.Great Bay Area International Institute for Innovation,Shenzhen University,Shenzhen,518060,China 3.Faculty of Business and Administration,University of Macau,999078,Macao
Corresponding Author Affilication	University of Macau
Recommended Citation GB/T 7714	Zhou，Tianwei,Lai，Yichen,Huang，Xiaojie,et al. A Tabu-Based Multi-objective Particle Swarm Optimization for Irregular Flight Recovery Problem[C], 2023, 121-132.
APA	Zhou，Tianwei., Lai，Yichen., Huang，Xiaojie., Chen，Xumin., & Zhong，Huifen (2023). A Tabu-Based Multi-objective Particle Swarm Optimization for Irregular Flight Recovery Problem. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 13657 LNCS, 121-132.

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