GASA Hybird Algorithm Applied in Airline Crew Rostering System |
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作者单位: | Neusoft Institute of Information,Neusoft Institute of Information,School of Computer Science and Engineering University of Electronic Science and Technology of China,Chengdu 611844,China,Chengdu 611844,China,Chengdu 610054 China |
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摘 要: | Crew rostering system is a daily grind in the management of both corporation and enterprise. A fair and reasonable rostering method plays a very important role in the arousing worker's enthusiasm and improving the work efficiency. This paper presents a method of building models for automatic crew rostering mode with computer and advancing the multi-objective optimum scheme. The method to build models for crew rostering system is also discussed. The question to crew rostering system model is solved by genetic algorithms and simulated annealing algorithms. Simulation results show the correctness of algorithms. The actual data of the airways have justified its reasonability and efficiency.
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GASA Hybird Algorithm Applied in Airline Crew Rostering System |
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Authors: | ZHANG Yinghui RAO Yunbo ZHOU Mingtian |
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Abstract: | Crew postering system is a daily grind in the management of both corporation and enterprise. A fair and reasonable rostering method plays a very important role in the arousing worker's enthusiasm and improving the work efficiency. This paper presents a method of building models for automatic crew rostering mode with computer and advancing the multi-objective optimum scheme. The method to build models for crew rostering system is also discussed. The question to crew rostering system model is solved by genetic algorithms and simulated annealing algorithms. Simulation results show the correctness of algorithms. The actual data of the airways have justified its reasonability and efficiency. |
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Keywords: | service system crew rostering system multi-objective combinatorial optimization simulated annealing algorithms genetic algorithms crew rostering system model |
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