Computer and Modernization ›› 2011, Vol. 1 ›› Issue (11): 22-5.doi: 10.3969/j.issn.1006-2475.2011.11.007

• 算法分析与设计 • Previous Articles     Next Articles

People’s Balance Distribution in Plane’s Periodic Maintenance Based on Ant Colony Optimization

MA Deng-wu1, ZHANG Yong-liang2, DENG Li2, ZHANG Xu3, ZHANG Xiao-yu2   

  1. 1.Department of Armament Science and Technology, Naval Aeronautical and Astronautical University, Yantai 264001, China;2.Graduate Students’ Brigade, Naval Aeronautical and Astronautical University, Yantai 264001, China；3.PLA 91545 Troops, Lingao 571833, China
  • Received:2011-07-08 Revised:1900-01-01 Online:2011-11-28 Published:2011-11-28

Abstract:

Ant Colony Optimization (ACO) is used to balance people’s distribution in plane’s periodic maintenance. Firstly, the model of people’s balance distribution is built according to the mean square deviation target. Secondly, the simple ACO is improved by three elite tactics, pheromone limits and mechanism, a new mutation operator is used to improve its function. At last, the improved ACO is used to solve the model. The simulation results demonstrate that, the improved ACO comes over the deficiency of being long in search and easy to precocity of the simple ACO, after the balanced distribution the mean square deviation is smaller 65.90% than before, and proves that ACO is good for the problem of people’s balance distribution in plane’s periodic maintenance.

Key words: ACO, plane’s periodic maintenance, people’s balance distribution