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用遗传算法优化航班规划问题 被引量:6
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作者 冯心玲 龚月姣 +2 位作者 林映霞 詹志辉 张军 《计算机工程与设计》 CSCD 北大核心 2009年第19期4468-4471,4486,共5页
运用遗传算法解决了飞机调度问题中的航班规划问题。通过对求解变量,即各机型在航线上的航次的整数编码,实现了求解目标在遗传算法中的表达。并且通过利用基于惩罚方式的有效修补策略对染色体的实用性进行修补,减少非法解的出现,使得求... 运用遗传算法解决了飞机调度问题中的航班规划问题。通过对求解变量,即各机型在航线上的航次的整数编码,实现了求解目标在遗传算法中的表达。并且通过利用基于惩罚方式的有效修补策略对染色体的实用性进行修补,减少非法解的出现,使得求解结果符合实际情况。最后通过了广州白云国际机场与其它城市间的航线航班的规划实例,验证了所采用的算法是正确、有效的,具有很强的可扩展性和实用性。 展开更多
关键词 飞机调度 航班规划 遗传算法 需求实现 修补策略
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容量受限的航班时刻规划算法的设计和实现 被引量:3
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作者 李强 康瑞 《中国民航飞行学院学报》 2009年第4期17-20,共4页
航班时刻规划是战略时期空中交通管制的主要方法。针对起降容量受限和航班延误耗损的变化趋势,提出基于时隙分配的航班时刻规划算法。该算法以调整时间最小和延误耗损总和最小为准则,对进离港航班统一分配时隙。算法考虑了对航班的前提... 航班时刻规划是战略时期空中交通管制的主要方法。针对起降容量受限和航班延误耗损的变化趋势,提出基于时隙分配的航班时刻规划算法。该算法以调整时间最小和延误耗损总和最小为准则,对进离港航班统一分配时隙。算法考虑了对航班的前提调整,从而得到总延误损失费用与总延误时间值都较小的分配结果。同时,该算法也能处理有后继任务的航班。结合实际数据,用计算机仿真实验对该算法进行了验证,证明了算法的优化性和有效性。 展开更多
关键词 空中交通管制 航班时刻规划 时隙分配 延误损失
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基于时序数据挖掘的航班时刻规划方法分析
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作者 丁蓉蓉 朱金福 《现代电子技术》 北大核心 2017年第16期129-131,共3页
航空运输业的供求矛盾逐年加深,为了解决这个问题,提出基于时序数据挖掘的航班时刻规划方法。在时序数据挖掘中,采用因果规划方法直接关联航班时刻规划因素进行规划,通过时间序列规划方法同时关联航班时刻规划因素和随机变量进行规划。... 航空运输业的供求矛盾逐年加深,为了解决这个问题,提出基于时序数据挖掘的航班时刻规划方法。在时序数据挖掘中,采用因果规划方法直接关联航班时刻规划因素进行规划,通过时间序列规划方法同时关联航班时刻规划因素和随机变量进行规划。为了验证两种方法的实用性,构建一个分析模型,给出分析指标权重。分析结果显示,时间序列规划方法的规划结果与实际情况相符,排除因果规划方法,又通过实验验证出方法规划结果对原始航班时刻改动小,既符合航线要求,又协调了供求矛盾。 展开更多
关键词 时序数据挖掘 因果规划 时间序列规划 航班时刻规划 分析模型
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ROUTE OPTIMIZING ALGORITHM OF AIRPORT SURFACE BASED ON GIS 被引量:3
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作者 纪荣 韩松臣 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2005年第1期71-77,共7页
The GIS technique is used for airport surface management to study the optimization of airplane taxiway for arrival and departure flights. The shortest paths are designed for just-arrived and ready-for-departing flight... The GIS technique is used for airport surface management to study the optimization of airplane taxiway for arrival and departure flights. The shortest paths are designed for just-arrived and ready-for-departing flights of the airport. Additionally, whether the flights could confront each other head-to-head on the taxiway is judged. In regard to the airport′s security and efficiency, airplanes must continuously taxi along the shortest route and the head-to-head confrontation should not occur. Two schemes are designed: One is to change the taxiing velocity of arrival flights, the other is to delay the starting time of departure flights. This algorithm is approved by a practical example. 展开更多
关键词 aviation transportation management route optimizing GIS arrival & departure flights
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Bilevel Programming Model for Joint Scheduling of Arrival and Departure Flights Based on Traffic Scenario 被引量:3
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作者 JIANG Hao LIU Jixin ZHOU Wenshen 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI CSCD 2021年第4期671-684,共14页
In order to meet the needs of collaborative decision making,considering the different demands of air traffic control units,airlines,airports and passengers in various traffic scenarios,the joint scheduling problem of ... In order to meet the needs of collaborative decision making,considering the different demands of air traffic control units,airlines,airports and passengers in various traffic scenarios,the joint scheduling problem of arrival and departure flights is studied systematically.According to the matching degree of capacity and flow,it is determined that the traffic state of arrival/departure operation in a certain period is peak or off-peak.The demands of all parties in each traffic state are analyzed,and the mathematical models of arrival/departure flight scheduling in each traffic state are established.Aiming at the four kinds of joint operation traffic scenarios of arrival and departure,the corresponding bi-level programming models for joint scheduling of arrival and departure flights are established,respectively,and the elitism genetic algorithm is designed to solve the models.The results show that:Compared with the first-come-firstserved method,in the scenarios of arrival peak&departure off-peak and arrival peak&departure peak,the departure flight equilibrium satisfaction is improved,and the runway occupation time of departure flight flow is reduced by 38.8%.In the scenarios of arrival off-peak&departure off-peak and departure peak&arrival off-peak,the arrival flight equilibrium delay time is significantly reduced,the departure flight equilibrium satisfaction is improved by 77.6%,and the runway occupation time of departure flight flow is reduced by 46.6%.Compared with other four kinds of strategies,the optimal scheduling method can better balance fairness and efficiency,so the scheduling results are more reasonable. 展开更多
关键词 air traffic management arrival and departure flight scheduling bi-level programming departure flight equilibrium satisfaction arrival flight equilibrium delay time
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