Application of genetic algorithm to flight schedule planning
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The authors developed a system that automatically creates regular aircraft flight schedules and minimizes the total number of aircraft required. Since the target problems are real-world problems having constraints that are intertwined in a complex manner, the authors used a genetic algorithm to achieve the optimization. In this paper, the authors describe the problem setup and genetic algorithm configuration and verify the algorithm's effectiveness through experiments using real data. © 2004 Wiley Periodicals, Inc. Syst Comp Jpn, 35(12): 83–92, 2004; Published online in Wiley InterScience (). DOI 10.1002sscj.10036
[1] Hajime Inamura,et al. AIRCRAFT SCHEDULING MODELS BY USING DYNAMIC PROGRAMMING APPROACH , 1992 .
[2] Gang Yu,et al. OPERATIONS RESEARCH IN THE AIRLINE INDUSTRY. , 1998 .
[3] David E. Goldberg,et al. Genetic Algorithms in Search Optimization and Machine Learning , 1988 .
[4] Ram Gopalan,et al. Mathematical models in airline schedule planning: A survey , 1998, Ann. Oper. Res..