Multiobjective Optimization Approaches to Airline Crew Rostering Problems: A Case Study

被引：0

作者：

Zhang, Zizhen ^{[1
]}

Zhou, MengChu ^{[2
]}

Guo, Songshan ^{[1
]}

机构：

[1] Sun Yat Sen Univ, Sch Data & Comp Sci, Guangzhou, Guangdong, Peoples R China

[2] New Jersey Inst Technol, Dept Elect & Comp Engn, Newark, NJ 07102 USA

来源：

2018 IEEE 14TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE) | 2018年

基金：

美国国家科学基金会;

关键词：

ALGORITHM;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This work investigates an airline crew rostering problem derived from a real practice of a large airline company in China. The problem has the characteristics of large scale, complex constraints and multiple objectives. Three multiobjective evolutionary algorithms are developed to seek a set of approximated Pareto optimal solutions. The algorithms are verified via several groups of instances extracted from a real world airline's operational data. The computational results can help us gain insight into how to make better trade-off decisions among different objectives.

引用

页码：750 / 755

页数：6

共 50 条

[31] PROBLEMS OF CREW FATIGUE MANAGEMENT IN AIRLINE OPERATIONS
Steiner, Sanja
Fakles, Dario
Gradisar, Tomislav
PROCEEDINGS OF INTERNATIONAL CONFERENCE ON TRAFFIC AND TRANSPORT ENGINEERING (ICTTE), 2012, : 617 - 623
[32] A Solution Method for Airline Crew Recovery Problems
Novianingsih, K.
Hadianti, R.
Uttunggadewa, S.
Soewono, E.
INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS & STATISTICS, 2015, 53 (04): : 137 - 149
[33] Solving Nurse Rostering Problems by a Multiobjective Programming Approach
Viet Nga Pham
Hoai An Le Thi
Tao Pham Dinh
COMPUTATIONAL COLLECTIVE INTELLIGENCE - TECHNOLOGIES AND APPLICATIONS, PT I, 2012, 7653 : 544 - 552
[34] A WORKLOAD-BALANCE CROSSOVER OPERATION IN A GENETIC ALGORITHM FOR SOLVING AN AIRLINE CREW ROSTERING PROBLEM
Jeenanunta, Chawalit
Intiyot, Boonyarit
Onsuan, Kotchaporn
ICIM2012: PROCEEDINGS OF THE ELEVENTH INTERNATIONAL CONFERENCE ON INDUSTRIAL MANAGEMENT, 2012, : 164 - 170
[35] A new mathematical model to cover crew pairing and rostering problems simultaneously
Saemi, Saeed
Komijan, Alireza Rashidi
Tavakkoli-Moghaddam, Reza
Fallah, Mohammad
JOURNAL OF ENGINEERING RESEARCH, 2021, 9 (02): : 218 - 233
[36] Modeling and Solution of Practical Airline Crew Scheduling Problems
Iijima, Y.
Nishi, T.
Inuiguchi, M.
Takahashi, S.
Ueda, K.
Ojima, K.
2013 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM 2013), 2013, : 116 - 120
[37] An Optimization Approach for Robust Crew Pairing in Airline Operations: An Airline Company Application
Ozkan Aksu, Esra
Temiz, Izzettin
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI, 2021, 24 (02): : 417 - 429
[38] Optimizing Airline Crew Scheduling Using Biased Randomization: A Case Study
Agustin, Alba
Gruler, Aljoscha
de Armas, Jesica
Juan, Angel A.
ADVANCES IN ARTIFICIAL INTELLIGENCE, CAEPIA 2016, 2016, 9868 : 331 - 340
[39] A comparison of two approaches to nurse rostering problems
Petrovic, Sanja
Vanden Berghe, Greet
ANNALS OF OPERATIONS RESEARCH, 2012, 194 (01) : 365 - 384
[40] Hybrid multi-objective metaheuristic algorithms for solving airline crew rostering problem with qualification and language
Deng, Bin
Ding, Ran
Li, Jingfeng
Huang, Junfeng
Tang, Kaiyi
Li, Weidong
MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2023, 20 (01) : 1460 - 1487

← 1 2 3 4 5 →