收藏切换
Improved Agent-Based Sectorization Method of Air Traffic Management
收藏切换
PDF
Bo ZHI, Yong TIAN*, Man-jia LIANG, Xiao HUANG, Yue LÜ
Science Technology and Engineering | 2025, 25(7) : 3035 - 3043
Less
收藏切换
Science Technology and Engineering | 2025, 25(7): 3035-3043
Papers·Aeronautics and Astronautics
Improved Agent-Based Sectorization Method of Air Traffic Management
Full
Bo ZHI, Yong TIAN*, Man-jia LIANG, Xiao HUANG, Yue LÜ
Affiliations
  • Civil Avaition College, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China
Published: 2025-03-08 doi: 10.12404/j.issn.1671-1815.2402804
Outline
收藏切换

In order to solve the problem of uneven allocation of airspace resources in traditional artificial sectors based on subjective experience, and to meet the needs of today’s air traffic operation, the problem of three-dimensional sectorization in terminal areas was studied by improving Agent method. Firstly, while adhering to traditional sectoring constraints, the objective was to enhance sector adaptability to traffic flows and achieve a reduction and balance in air traffic control workload. Subsequently, the traditional Agent method was improved by using genetic algorithm to determine the location of Agent initial solution, so that it could enhance computational efficiency, designing and optimizing Agent growth rules and spatial filling rules. Finally, using the Shanghai terminal area as a case study, the results indicated that the improved Agent method yields sector planning scheme with respective improvements of 25.84% and 18.54% in sector shape characteristics and adaptability to airborne traffic flows. Simultaneously, while reducing the overall terminal area air traffic control workload, the standard deviation of control workload among sectors was reduced by 53.33% and 36.58%, respectively, compared to the existing and traditional Agent methods.It can be seen that the Research on Improved Agent-Based Sectorization Method provides reference for the local characteristic airspace planning of our country.

air traffic management  /  sectorization  /  Agent modeling  /  genetic algorithm  /  reinforcement learning
Bo ZHI, Yong TIAN, Man-jia LIANG, Xiao HUANG, Yue LÜ. Improved Agent-Based Sectorization Method of Air Traffic Management[J]. Science Technology and Engineering, 2025 , 25 (7) : 3035 -3043 . DOI: 10.12404/j.issn.1671-1815.2402804
Year 2025 volume 25 Issue 7
PDF
164
77
Cite this Article
BibTeX
Article Info
doi: 10.12404/j.issn.1671-1815.2402804
  • Receive Date:2024-04-17
  • Online Date:2026-03-30
  • Published:2025-03-08
Article Data
Affiliations
History
  • Received:2024-04-17
  • Revised:2024-06-05
Funding
Affiliations
    Civil Avaition College, Nanjing University of Aeronautics and Astronautics, Nanjing 211106, China
References
Share
https://castjournals.cast.org.cn/joweb/kxjsygc/EN/10.12404/j.issn.1671-1815.2402804
Share to
QR

Scan QR to access full text

Cite this article
BibTeX
Citations
表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
关闭全屏
  • BibTeX
  • EndNote
  • RefWorks
  • TxT