Improvement of the Aircraft Traffic Management Advisor Optimization Using a Hybrid Genetic Algorithm

被引：1
|
作者：
Soheili, Adel [1 ]
Mashhadi, Habib Rajabi [1 ,2 ]
机构：
[1] Ferdowsi Univ Mashhad, Dept Elect Engn, Mashhad, Khorasan Razavi, Iran
[2] Ferdowsi Univ Mashhad, Ctr Excellence Soft Comp & Intelligent Informat P, Mashhad, Khorasan Razavi, Iran
来源：
INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS | 2016年 / 9卷 / 03期
关键词：
Air traffic control; arriving sequences delays; traffic management advisor; genetic algorithm;
D O I：
10.1080/18756891.2016.1175818
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
During the last decade, problems regarding the Traffic Management Advisor(TMA) has become a concerning matter. A novel hybrid Genetic Algorithm(GA) for the goal of seeking best possible alignment has been presented in this paper. This simple and yet very thorough method benefits from low computational burden, higher convergence rate and lower overall delays. Comprehensive simulations and implementation of the imbedded specially designed rearrangement operator, have shown the effectiveness of the proposed method in comparison with previous literatures and classic GA.
引用
收藏
页码：559 / 571
页数：13
相关论文
共 50 条
  • [31] Trajectory Optimization for Arrival Aircraft Using a Hybrid IPSO-SQP Algorithm
    Yang, Chen
    Yu, Yingrong
    Li, Qingdong
    Ren, Zhang
    2016 IEEE CHINESE GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2016, : 2159 - 2163
  • [32] Production-optimization strategy using a hybrid genetic algorithm
    Salam, Damian Dion
    Gunardi, Irwan
    Yasutra, Amega
    JPT, Journal of Petroleum Technology, 2016, 68 (12): : 54 - 55
  • [33] Optimization of structural support locations using a hybrid genetic algorithm
    Cheng, Jin
    Li, Yin
    PROCEEDINGS OF THE 2013 IEEE SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE FOR ENGINEERING SOLUTIONS (CIES), 2013, : 1 - 6
  • [34] Robo-advisor using genetic algorithm and BERT sentiments from tweets for hybrid portfolio optimisation
    Leow, Edmund Kwong Wei
    Nguyen, Binh P.
    Chua, Matthew Chin Heng
    Expert Systems with Applications, 2021, 179
  • [35] Transport Aircraft Conceptual Design Optimization Using Real Coded Genetic Algorithm
    Singh, Vedant
    Sharma, Somesh K.
    Vaibhav, S.
    INTERNATIONAL JOURNAL OF AEROSPACE ENGINEERING, 2016, 2016
  • [36] Thermodynamic Optimization of Aircraft Environmental Control System Using Modified Genetic Algorithm
    Liu, Qihang
    Zhuang, Laihe
    Wen, Jie
    Dong, Bensi
    Liu, Zhiwei
    PROCESSES, 2022, 10 (04)
  • [37] Robo-advisor using genetic algorithm and BERT sentiments from tweets for hybrid portfolio optimisation
    Leow, Edmund Kwong Wei
    Nguyen, Binh P.
    Chua, Matthew Chin Heng
    EXPERT SYSTEMS WITH APPLICATIONS, 2021, 179
  • [38] Improvement of Filed Curvature Aberration in a Projector Lens by Using Hybrid Genetic Algorithm With Damped Least Square Optimization
    Tsai, Cheng-Mu
    Fang, Yi-Chin
    JOURNAL OF DISPLAY TECHNOLOGY, 2015, 11 (12): : 1023 - 1030
  • [39] Advances in Genetic Algorithm Optimization of Traffic Signals
    Kesur, Khewal Bhupendra
    JOURNAL OF TRANSPORTATION ENGINEERING, 2009, 135 (04) : 160 - 173
  • [40] Trimming Aircraft on the Ground Based on the Hybrid Genetic Algorithm
    Zhang Lei
    Huang Qitao
    Jiang Hongzhou
    Han Junwei
    TRANSACTIONS OF THE JAPAN SOCIETY FOR AERONAUTICAL AND SPACE SCIENCES, 2009, 52 (177) : 117 - 124
12345