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应用模拟退火算法求解飞机调度问题

Applying the Simulated Annealing Algorithm to Solve Airliner Aircraft Dispatching Problem

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【作者】 孙宏张翔徐杰

【Author】 SUN Hong~1,ZHANG Xiang~1,XU Jie~2(1.CAAC Scientific Research Base of Civil Aviation Flight Technology and Safety,Civil Aviation Flying University of China,Guanghan 618307,China;2.State Key Laboratory of Rail Traffic Control and Safety,Beijing Jiaotong University,Beijing 100044,China)

【机构】 中国民航飞行学院民航飞行技术与飞行安全科研基地北京交通大学轨道交通控制与安全国家重点实验室 四川广汉618307四川广汉618307北京100044

【摘要】 通过分析飞机运行的时区集合特点,将飞机调度问题转化为固定工件排序问题。根据工件占用机器的时间区间,利用划分时间片算法把需要平行作业的工件挑选出来组成无向图的相邻顶点,从而将固定工件问题转化为图的k-顶点着色问题,然后建立0-1整数规划数学模型,并设计出相应的模拟退火算法。最后应用该算法针对飞机调度问题进行了仿真研究,结果表明:在可接受的时间内能够得到该问题的满意解。

【Abstract】 In order to solve airline aircraft dispatching problem which is NPC problem,time intervals which aircraft processes are analyzed.According to the method of making out time intervals,jobs,which are being done at the same time,are chosen to compose various sets whose elements cannot be processed by same machine.And the elements are considered as adjoining vertexes,the fixed job scheduling problem is transformed to a k-vertex coloring problem.Then,a 0-1 integer programming mathematical model is built and the simulated annealing algorithm is applied to solve the model.At last,the instance illuminates the model and algorithm are to be feasible.

【基金】 国家自然科学基金资助项目(60472129)
  • 【分类号】V355
  • 【被引频次】39
  • 【下载频次】727
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