scholarly journals Integrated Frameworks of Unsupervised, Supervised and Reinforcement Learning for Solving Air Traffic Flow Management Problem

2021 ◽  
Author(s):  
Cheng Huang ◽  
Yan Xu
Keyword(s):  
Reinforcement Learning ◽  
Traffic Flow ◽  
Air Traffic ◽  
Management Problem ◽  
Flow Management ◽  
Air Traffic Flow Management ◽  
Air Traffic Flow ◽  
Traffic Flow Management

The China Air Traffic Flow Management Problem

2014 ◽  
Vol 945-949 ◽  
pp. 3279-3282 ◽  
Author(s):  
Qing Feng Zhang
Keyword(s):  
Traffic Flow ◽  
Air Traffic ◽  
Civil Aviation ◽  
Management Problem ◽  
Flow Management ◽  
Air Traffic Flow Management ◽  
Continuous Increase ◽  
Time Flow ◽  
Air Traffic Flow ◽  
Traffic Flow Management

At present, with the continuous increase in domestic flight number, due to air traffic flow management caused flight delays have occurred from time to time, flow control and flow management caused by other reasons has become one of the main causes of flight delay; therefore, the air traffic flow management is the urgent need to complete the task of civil aviation. This paper points out the existing problem of air traffic flow management, then put forward to strengthen the air traffic flow management measures.

Air traffic flow management with heuristic repair

2012 ◽  
Vol 27 (3) ◽  
pp. 333-342 ◽  
Author(s):  
Ulrich Junker
Keyword(s):  
Traffic Flow ◽  
Resource Constraints ◽  
Air Traffic ◽  
Management Problem ◽  
Slot Allocation ◽  
Flow Management ◽  
Air Traffic Flow Management ◽  
Fine Grained ◽  
Air Traffic Flow ◽  
Traffic Flow Management

AbstractThe European air traffic flow management problem poses particular challenges on optimization technology as it requires detailed modelling and rapid online optimization capabilities. Constraint programming proved successful in addressing these challenges for departure time slot allocation by offering fine-grained modelling of resource constraints and fast allocation through heuristic-repair strategies.

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