| 基于免疫机制的航班延误快速恢复模型及实现 |
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| 引用本文： | 丁建立,计金玲,黄剑雄. 基于免疫机制的航班延误快速恢复模型及实现[J]. 计算机工程与设计, 2008, 29(19) |
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| 作者姓名： | 丁建立 计金玲 黄剑雄 |
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| 作者单位： | 中国民航大学,计算机科学与技术学院,天津,300300;中国国际航空股份有限公司信息管理部,北京,100621 |
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| 基金项目： | 国家高技术研究发展计划(863计划)，国家自然科学基金，民航科研启动基金 |
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| 摘 要： | 航班延误是困扰航空运输业的一道世界性难题.在考虑航班延误的经济成本下,借鉴生物免疫系统的免疫应答机制,提出了一种机场大面积航班延误快速恢复模型,并用妥协免疫算法实现B细胞克隆选择来优化航班延误恢复调度过程.针对中国某枢纽机场的航班数据进行了仿真,结果表明,该模型相对于先到先服务调度方法有明显优势,大大提高了航班的整体运转效率,达到了减少航班延误经济损失和快速疏散滞留机场乘客的目的.
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| 关 键 词： | 大面积航班延误 航班延误恢复 航班延误成本 生物免疫应答机制 妥协免疫算法 |
Rapid recovery model of flight delays based on immune mechanism |
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| DING Jian-li,JI Jin-ling,HUANG Jian-xiong. Rapid recovery model of flight delays based on immune mechanism[J]. Computer Engineering and Design, 2008, 29(19) |
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| Authors: | DING Jian-li JI Jin-ling HUANG Jian-xiong |
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| Affiliation: | DING Jian-li1,JI Jin-ling1,HUANG Jian-xiong2(1.College of Computer Science , Technology,Civil Aviation University of China,Tianjin 300300,China,2.Information Technology Center of Air China,Beijing 100621,China) |
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| Abstract: | Flight delay has always been a difficult problem puzzling air transportation industry.Considering the economic costs by flight delays and basing on the immune response mechanism of biologic immune system,a rapid recovery model of large-scale airport flight delays is presented,and compromise immune algorithm is used to complete the B cell clone selection and optimize the scheduling process of flight delay recovery.Using flight data of a backbone airport,simulation is carried out.The results show that the mod... |
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| Keywords: | large-scale flight delays flight delay recovery costs by flight delays immune response mechanism of biologic immune system compromise immune algorithm |
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