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
收藏
页码：750 / 755
页数：6
相关论文
共 50 条
  • [21] Integrated Short-Haul Airline Crew Scheduling Using Multiobjective Optimization Genetic Algorithms
    Chen, Chiu-Hung
    Liu, Tung-Kuan
    Chou, Jyh-Horng
    IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2013, 43 (05): : 1077 - 1090
  • [22] Integrated short-haul airline crew scheduling using multiobjective optimization genetic algorithms
    Chen, Chiu-Hung
    Liu, Tung-Kuan
    Chou, Jyh-Horng
    IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2013, 43 (05) : 1077 - 1090
  • [23] GASTROINTESTINAL PROBLEMS IN AIRLINE CREW MEMBERS
    ENCK, P
    MULLERSACKS, E
    HOLTMANN, G
    WEGMANN, H
    ZEITSCHRIFT FUR GASTROENTEROLOGIE, 1995, 33 (09): : 513 - 516
  • [24] Integrated optimization approach to metro crew scheduling and rostering
    Zhou, Jue
    Xu, Xiaoming
    Long, Jiancheng
    Ding, Jianxun
    TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2021, 123 (123)
  • [25] A Crew Rostering Optimization Method for Urban Rail Transit Considering Crew Preference
    Jin H.
    Chen S.
    Feng X.
    Bai Y.
    Li H.
    Tiedao Xuebao/Journal of the China Railway Society, 2023, 45 (07): : 29 - 37
  • [26] Using ant colony optimization algorithm to solve airline crew scheduling problems
    Lo, Chih-Chung
    Deng, Guang-Feng
    ICNC 2007: THIRD INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, VOL 4, PROCEEDINGS, 2007, : 797 - 801
  • [27] Genetic algorithm based approach for the integrated airline crew-pairing and rostering problem
    Souai, Nadia
    Teghem, Jacques
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2009, 199 (03) : 674 - 683
  • [28] Many-objective low-cost airline cockpit crew rostering optimisation
    Chutima, Parames
    Arayikanon, Kanokbhorn
    COMPUTERS & INDUSTRIAL ENGINEERING, 2020, 150
  • [29] Approaches to solve the fleet-assignment, aircraft-routing, crew-pairing and crew-rostering problems of a regional carrier
    Salazar-Gonzalez, Juan-Jose
    OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2014, 43 : 71 - 82
  • [30] Crew rostering with multiple goals: An empirical study
    Lin, Hung-Tso
    Chen, Yen-Ting
    Chou, Tsung-Yu
    Liao, Yi-Chun
    COMPUTERS & INDUSTRIAL ENGINEERING, 2012, 63 (02) : 483 - 493
12345