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2018 | OriginalPaper | Buchkapitel

Flight Arrival Scheduling Optimization on Two Runways Based on IGEP Algorithm

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Abstract

With the accelerated pace of life, more and more tourists’ travel mode change from the traditional land travel into air travel. It has contributed to the rapid development of the aviation industry. But also produced some problems that troubled the airline. Among them, the flight delays problem has not been effectively addressed. The cost of flight delays is still high. This paper launches the research, analyze the cause of the cost of flight delays. For the factor of terminal area flight scheduling unreasonable to improve. Combined with the two-runway actual situation of Chengdu Shuangliu International Airport, minimize the cost of flight arrival delays, construct the model of flight arrival on two runways. At the same time, the coding method, selection strategy and fitness function of GEP are improved combined with the specific problem. Finally, IGEP and simulation are utilized to solve the practical problem. Compared with the traditional FCFS rules, the cost of flight arrival delays is significantly reduced, the efficiency of flight arrival and runway utilization is improved, and the interests of airlines are guaranteed. It also shows the superiority of IGEP in addressing the issue of two-runway flight arrival.

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Literatur
1.
Zurück zum Zitat Alavi A (2011) A robust data mining approach for formulation of geotechnical engineering systems. Eng Comput 28:242–274 (in Chinese)CrossRefMATH Alavi A (2011) A robust data mining approach for formulation of geotechnical engineering systems. Eng Comput 28:242–274 (in Chinese)CrossRefMATH
2.
Zurück zum Zitat Azamathulla H, Ahmad Z, Aminuddin A (2013) Computation of discharge through side sluice gate using gene-expression programming. Irrig Drain 62:115–119 (in Chinese)CrossRef Azamathulla H, Ahmad Z, Aminuddin A (2013) Computation of discharge through side sluice gate using gene-expression programming. Irrig Drain 62:115–119 (in Chinese)CrossRef
3.
Zurück zum Zitat Civil Aviation Administration of China (2016) The civil aviation industry in 2015 statistical bulletin [eb/ol] Civil Aviation Administration of China (2016) The civil aviation industry in 2015 statistical bulletin [eb/ol]
4.
Zurück zum Zitat Development Planning Department of Civil Aviation Administration of China (2016) From the statistical view of Civil Aviation. China Civil Aviation, Beijing Development Planning Department of Civil Aviation Administration of China (2016) From the statistical view of Civil Aviation. China Civil Aviation, Beijing
5.
Zurück zum Zitat Deshpande V, Kan M (2012) Impact of airline flight schedules on flight delays. Manufact Serv Oper Manage 14:423–440 (in Chinese)CrossRef Deshpande V, Kan M (2012) Impact of airline flight schedules on flight delays. Manufact Serv Oper Manage 14:423–440 (in Chinese)CrossRef
6.
Zurück zum Zitat Divsalar M (2012) A robust data-mining approach to bankruptcy prediction. J Forecast 31:504–523 (in Chinese)MathSciNetCrossRef Divsalar M (2012) A robust data-mining approach to bankruptcy prediction. J Forecast 31:504–523 (in Chinese)MathSciNetCrossRef
8.
Zurück zum Zitat Drüe C (2008) Aircraft type-specific errors in amdar weather reports from commercial aircraft. J R Meteorol Soc 134:229–239 (in Chinese)CrossRef Drüe C (2008) Aircraft type-specific errors in amdar weather reports from commercial aircraft. J R Meteorol Soc 134:229–239 (in Chinese)CrossRef
9.
Zurück zum Zitat Fernández-Ares A (2016) Analyzing the influence of the fitness function on genetically programmed bots for a real-time strategy game. Entertainment Comput 18:15–29 (in Chinese)CrossRef Fernández-Ares A (2016) Analyzing the influence of the fitness function on genetically programmed bots for a real-time strategy game. Entertainment Comput 18:15–29 (in Chinese)CrossRef
10.
Zurück zum Zitat Gandomi A (2011) A new prediction model for the load capacity of castellated steel beams. J Constr Steel Res 67:1096–1105 (in Chinese)CrossRef Gandomi A (2011) A new prediction model for the load capacity of castellated steel beams. J Constr Steel Res 67:1096–1105 (in Chinese)CrossRef
11.
Zurück zum Zitat Hu M, Xu X (1994) Ground holding strategy for air traffic flow control. J Nanjing Univ Aeronaut Astronaut 26:26–30 (in Chinese) Hu M, Xu X (1994) Ground holding strategy for air traffic flow control. J Nanjing Univ Aeronaut Astronaut 26:26–30 (in Chinese)
12.
Zurück zum Zitat Kafle N, Zou B (2016) Modeling flight delay propagation: a new analytical-econometric approach. Transp Res Part B Methodol 93:20–542 (in Chinese)CrossRef Kafle N, Zou B (2016) Modeling flight delay propagation: a new analytical-econometric approach. Transp Res Part B Methodol 93:20–542 (in Chinese)CrossRef
13.
Zurück zum Zitat Karbasi M, Azamathulla H (2016) Gep to predict characteristics of a hydraulic jump over a rough bed. KSCE J Civil Eng 20:1–6 (in Chinese)CrossRef Karbasi M, Azamathulla H (2016) Gep to predict characteristics of a hydraulic jump over a rough bed. KSCE J Civil Eng 20:1–6 (in Chinese)CrossRef
14.
Zurück zum Zitat Liang W, Li Y (2014) Research on optimization of flight scheduling problem based on improved gene expression algorithm. Comput Technol Dev 7:5–8 (in Chinese) Liang W, Li Y (2014) Research on optimization of flight scheduling problem based on improved gene expression algorithm. Comput Technol Dev 7:5–8 (in Chinese)
15.
Zurück zum Zitat Marques J (2016) On an analytical model of wake vortex separation of aircraft. Aeronaut J 120:1534–1565 (in Chinese)CrossRef Marques J (2016) On an analytical model of wake vortex separation of aircraft. Aeronaut J 120:1534–1565 (in Chinese)CrossRef
16.
Zurück zum Zitat Peng J (2015) A new evolutionary algorithm based on chromosome hierarchy network. Int J Comput Appl 30:183–191 (in Chinese) Peng J (2015) A new evolutionary algorithm based on chromosome hierarchy network. Int J Comput Appl 30:183–191 (in Chinese)
17.
Zurück zum Zitat Vasilyev I, Avella P, Boccia M (2016) A branch and cut heuristic for a runway scheduling problem. Autom Remote Control 77:1985–1993 (in Chinese)CrossRefMATH Vasilyev I, Avella P, Boccia M (2016) A branch and cut heuristic for a runway scheduling problem. Autom Remote Control 77:1985–1993 (in Chinese)CrossRefMATH
18.
Zurück zum Zitat Xie T (2009) Study of arrival flight scheduling optimizing based on delay cost. PhD thesis, Beijing Jiaotong University, Beijing (in Chinese) Xie T (2009) Study of arrival flight scheduling optimizing based on delay cost. PhD thesis, Beijing Jiaotong University, Beijing (in Chinese)
19.
Zurück zum Zitat Xu X, Yao Y (2004) Application of genetic algorithm to aircraft sequencing in terminal area. J Traffic Transp Eng 4:121–126 (in Chinese) Xu X, Yao Y (2004) Application of genetic algorithm to aircraft sequencing in terminal area. J Traffic Transp Eng 4:121–126 (in Chinese)
20.
Zurück zum Zitat Zhang Q, Hu M, Zhang H (2015) Dynamic multi-objective optimization model of arrival and departure flights on multiple runways based on RHC-GA. J Traffic Transp Eng 2:012 (in Chinese) Zhang Q, Hu M, Zhang H (2015) Dynamic multi-objective optimization model of arrival and departure flights on multiple runways based on RHC-GA. J Traffic Transp Eng 2:012 (in Chinese)
Metadaten
Titel
Flight Arrival Scheduling Optimization on Two Runways Based on IGEP Algorithm
verfasst von
Rui Wang
Minglei Qu
Fuzheng Wang
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-59280-0_14

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