Title :
Multiobjective airline scheduling: An integrated approach
Author :
Chen, Chiu-Hung ; Liu, Tung-Kuan ; Chou, Jyh-Horng ; Wang, Chuen-Ching
Author_Institution :
Dept. of Inf. Technol., Kao Yuan Univ., Kaohsiung, Taiwan
Abstract :
Due to the cost and management issues, multiple objectives are often considered in the practical scheduling plans of airline companies. This paper studies a multiobjective evolutionary approach to solve the highly complex integrated airline scheduling problem which involves an optimization process assigning flight legs to both aircrafts and crews simultaneously under several real-world constraints. For verifying and validating the proposed method, real-world flight data is used to build up the study case. According to the experimental results, the proposed method can successfully explore the good solutions.
Keywords :
aircraft; evolutionary computation; scheduling; aircrafts; cost issues; management issues; multiobjective airline scheduling; multiobjective evolutionary approach; optimization process; real-world flight data; Aircraft; Biological cells; Job shop scheduling; Legged locomotion; Optimization; Routing; Schedules; combinational optimization; integrated airline scheduling; multiobjective optimization;
Conference_Titel :
SICE Annual Conference (SICE), 2012 Proceedings of
Conference_Location :
Akita
Print_ISBN :
978-1-4673-2259-1