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不正常航班恢复模型的贪婪模拟退火算法研究
引用本文:唐小卫,高强,朱金福.不正常航班恢复模型的贪婪模拟退火算法研究[J].预测,2010,29(1):66-70.
作者姓名:唐小卫  高强  朱金福
作者单位:南京航空航天大学,民航学院,江苏,南京,210016
基金项目:国家自然科学基金资助项目 
摘    要:为解决不正常航班恢复对航空公司带来的严重影响,研究了不正常航班恢复模型及其优化算法,对现有不正常航班恢复优化模型提出适当改进,重点设计了一种贪婪模拟退火算法。算法融合了GRASP和模拟退火算法的特点,提高了领域解的选择效率并且降低了陷入局部最优解的概率。实例证明这种算法可以处理大规模的不正常航班恢复问题,并且能够达到时间代价与结果质量的均衡。

关 键 词:不正常航班恢复  领域解  GRASP  模拟退火算法

Research on Greedy Simulated Annealing Algorithm of Irregular Flight Schedule Recovery Model
TANG Xiao-wei,GAO Qiang,ZHU Jin-fu.Research on Greedy Simulated Annealing Algorithm of Irregular Flight Schedule Recovery Model[J].Forecasting,2010,29(1):66-70.
Authors:TANG Xiao-wei  GAO Qiang  ZHU Jin-fu
Abstract:Irregular flight schedule recovery is of great importance to the civil aviation industry.The model and optimization algorithm of irregular flight schedule recovery is researched in this Article.First proper improvement is made to the original model,and a new type of greedy randomized simulated annealing algorithm is designed.The new algorithm in tegrating the characteristics of simulated annealing algorithm and greedy randomized adaptive search procedure improves the efficiency of neighborhood selection and reduce the probability of falling into local optimal solution.Example proves that the algorithm is able to solve the problem of large-scale irregular flight schedule recovery,with the time cost suitable to the outcome quality.
Keywords:GRASP  irregular flight schedule recovery  neighborhood  greedy randomized adaptive search procedure  simulated annealing algorithm
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