Optimal model for the aircraft arrival and departure scheduling problem with fuzzy runway incursion time
This paper presents an optimization model for assigning a set of arrival and departure flights to multiple runways and determining their actual times with consideration of incursions. Due to the lack of data, fuzzy incursion time is used to describe the uncertainty with the help of artificial experi...
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2021
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oai:doaj.org-article:37080803cd0143e5b5aa5c79de95dd732021-11-12T01:46:30ZOptimal model for the aircraft arrival and departure scheduling problem with fuzzy runway incursion time10.3934/mbe.20213341551-0018https://doaj.org/article/37080803cd0143e5b5aa5c79de95dd732021-08-01T00:00:00Zhttps://www.aimspress.com/article/doi/10.3934/mbe.2021334?viewType=HTMLhttps://doaj.org/toc/1551-0018This paper presents an optimization model for assigning a set of arrival and departure flights to multiple runways and determining their actual times with consideration of incursions. Due to the lack of data, fuzzy incursion time is used to describe the uncertainty with the help of artificial experience. Moreover, the multiple-goal priority considerations of air traffic controllers are also fully considered in this model. The two objectives are to simultaneously minimize delays in arrival and departure flights. Since this problem is NP-hard, a novel polynomial algorithm based on queuing theory is also proposed to obtain acceptable solutions efficiently. Finally, a real-world example is provided to analyze the effect of different times and places of incursion events on the scheduling scheme, which can verify the correctness of the model. Results show that higher runway incursion times lead to longer queue lengths for take-off and landing flights, resulting in more flight delays.Bo SunMing Wei Binbin JingAIMS Pressarticlearrival and departure flight schedulingmultiple runwaysfuzzy runway incursion timeheuristic algorithmBiotechnologyTP248.13-248.65MathematicsQA1-939ENMathematical Biosciences and Engineering, Vol 18, Iss 5, Pp 6724-6738 (2021) |
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arrival and departure flight scheduling multiple runways fuzzy runway incursion time heuristic algorithm Biotechnology TP248.13-248.65 Mathematics QA1-939 |
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arrival and departure flight scheduling multiple runways fuzzy runway incursion time heuristic algorithm Biotechnology TP248.13-248.65 Mathematics QA1-939 Bo Sun Ming Wei Binbin Jing Optimal model for the aircraft arrival and departure scheduling problem with fuzzy runway incursion time |
description |
This paper presents an optimization model for assigning a set of arrival and departure flights to multiple runways and determining their actual times with consideration of incursions. Due to the lack of data, fuzzy incursion time is used to describe the uncertainty with the help of artificial experience. Moreover, the multiple-goal priority considerations of air traffic controllers are also fully considered in this model. The two objectives are to simultaneously minimize delays in arrival and departure flights. Since this problem is NP-hard, a novel polynomial algorithm based on queuing theory is also proposed to obtain acceptable solutions efficiently. Finally, a real-world example is provided to analyze the effect of different times and places of incursion events on the scheduling scheme, which can verify the correctness of the model. Results show that higher runway incursion times lead to longer queue lengths for take-off and landing flights, resulting in more flight delays. |
format |
article |
author |
Bo Sun Ming Wei Binbin Jing |
author_facet |
Bo Sun Ming Wei Binbin Jing |
author_sort |
Bo Sun |
title |
Optimal model for the aircraft arrival and departure scheduling problem with fuzzy runway incursion time |
title_short |
Optimal model for the aircraft arrival and departure scheduling problem with fuzzy runway incursion time |
title_full |
Optimal model for the aircraft arrival and departure scheduling problem with fuzzy runway incursion time |
title_fullStr |
Optimal model for the aircraft arrival and departure scheduling problem with fuzzy runway incursion time |
title_full_unstemmed |
Optimal model for the aircraft arrival and departure scheduling problem with fuzzy runway incursion time |
title_sort |
optimal model for the aircraft arrival and departure scheduling problem with fuzzy runway incursion time |
publisher |
AIMS Press |
publishDate |
2021 |
url |
https://doaj.org/article/37080803cd0143e5b5aa5c79de95dd73 |
work_keys_str_mv |
AT bosun optimalmodelfortheaircraftarrivalanddepartureschedulingproblemwithfuzzyrunwayincursiontime AT mingwei optimalmodelfortheaircraftarrivalanddepartureschedulingproblemwithfuzzyrunwayincursiontime AT binbinjing optimalmodelfortheaircraftarrivalanddepartureschedulingproblemwithfuzzyrunwayincursiontime |
_version_ |
1718431284226686976 |