Study on Application of Genetic Algorithm in Maintenance Support Schedule

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Abstract:

Firstly, according to the situation of multi aircrafts and multi devices, the maintenance support model was established. Secondly, the genetic algorithm flow chart and the coding method were presented, and the fitness function, the selection, the mutations and the crossover were all given out. Finally, the numerical example was given out. The result shows the proposed algorithm yields visual support program for aircrafts and devices, and the applicable and validity of the algorithm are demonstrated.

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1340-1343

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December 2012

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© 2013 Trans Tech Publications Ltd. All Rights Reserved

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[1] Leung Y W, Wang Y P. Multi objective programming using uniform design and genetic algorithm. IEEE Trans Systems Man and Cybernetics, Part C: Applications and Review, Vol. 30, No. 3 (2000), pp.293-304.

DOI: 10.1109/5326.885111

Google Scholar

[2] Qiao Bing, Sun Zhijun, Zhu Jiangying. Solving flexible job shop scheduling problem with genetic algorithm. Transactions of Nanjing University of Aeronautics &Astronautics, 2001, Vol. 18 No. 1 (2001), pp.108-113.

Google Scholar

[3] Gu Feng, Chen Huaping, Lu Bingyuan Multi-objective genetic algorithm based on uniform design for flexible fob shop scheduling. Systems Engineering Theory Methodology Applications. Vol. 15, No. 6 (2006), pp.548-551.

Google Scholar

[4] Luan Xiaofeng Xie Jun. Research on multi-aircrafts preparation process based on simulation optimization. Computer & Digital Engineering, Vol. 38, No. 12(2010), pp.50-53.

Google Scholar