Airspace Operation Effectiveness Evaluation Based on q-Rung Orthopair Probabilistic Hesitant Fuzzy GRA and TOPSIS

被引:8
作者
Chen, Zhiyuan [1 ]
Shen, Di [1 ]
Ren, Yaojun [2 ]
Yu, Fuping [1 ]
Yuan, Xiujiu [2 ]
机构
[1] Air Force Engn Univ, Air Traff Control & Nav Coll, Xian 710051, Peoples R China
[2] Air Force Engn Univ, Dept Basic Sci, Xian 710051, Peoples R China
来源
SYMMETRY-BASEL | 2022年 / 14卷 / 02期
基金
中国国家社会科学基金;
关键词
airspace operation effectiveness; multi-attribute decision-making; q-rung orthopair probabilistic hesitant fuzzy set; GRA method; TOPSIS method; SETS;
D O I
10.3390/sym14020242
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In order to improve the ability of airspace management, a multi-attribute decision-making tool based on q-rung orthopair probability hesitant fuzzy GRA-TOPSIS is proposed to solve the problem of airspace operation effectiveness evaluation; this is in view of the fact that there are few airspace operation effectiveness evaluation methods in general aviation airports. Firstly, taking general aviation airports as the research object, a complete airspace operation effectiveness evaluation system is newly established, its evaluation indicators are introduced, and its multi-attribute decision-making ideas are explained. Then, based on the q-rung orthopair probability hesitant fuzzy set, a new distance measure and information aggregation operator are defined, which can better deal with symmetry information. Secondly, we build a deviation maximization model to calculate the attribute weights of indicator elements in the decision-making process. Then, we combine the GRA method and TOPSIS method to rank the airspace operation effectiveness evaluation schemes. Finally, combined with calculation examples and comparative analysis, the reliability and rationality of the method proposed in this paper are verified, and the symmetry relationship between the evaluation results and the actual situation is better reflected. Experiments show that the method proposed in this paper can obtain more accurate airspace operation effectiveness evaluation results, and can provide reference for related research.
引用
收藏
页数:21
相关论文
共 41 条
  • [1] Application of interval valued intuitionistic fuzzy TOPSIS for flood management
    Abdullah, Lazim
    Goh, Chunmin
    Zamri, Nurnadiah
    Othman, Mahmod
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2020, 38 (01) : 873 - 881
  • [2] Extended TOPSIS Method for Supplier Selection under Picture Hesitant Fuzzy Environment Using Linguistic Variables
    Ambrin, Rabia
    Ibrar, Muhammad
    De La Sen, Manuel
    Rabbi, Ihsan
    Khan, Asghar
    [J]. JOURNAL OF MATHEMATICS, 2021, 2021
  • [3] INTUITIONISTIC FUZZY-SETS
    ATANASSOV, KT
    [J]. FUZZY SETS AND SYSTEMS, 1986, 20 (01) : 87 - 96
  • [4] Improving Productivity of Low-Altitude Airspace: Speed vs Direction Control
    Bulusu, Vishwanath
    Sengupta, Raja
    [J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2021, 22 (09) : 5904 - 5913
  • [5] Fuzzy Frequent Pattern Mining Algorithm Based on Weighted Sliding Window and Type-2 Fuzzy Sets over Medical Data Stream
    Chen, Jing
    Li, Peng
    Fang, Weiqing
    Zhou, Ning
    Yin, Yue
    Zheng, Hui
    Xu, He
    Wang, Ruchuan
    [J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021 (2021)
  • [6] A Unified View of Different Axiomatic Measures Defined on L-Fuzzy Sets
    Couso, Ines
    Bustince, Humberto
    Sanchez, Luciano
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 28 (08) : 1878 - 1886
  • [7] Deng Julong, 1989, Journal of Grey Systems, V1, P1
  • [8] Extended Fuzzy Sets and Their Applications
    Farhadinia, Bahram
    Chiclana, Francisco
    [J]. MATHEMATICS, 2021, 9 (07)
  • [9] Dynamic airspace sectorisation for flight-centric operations
    Gerdes, Ingrid
    Temme, Annette
    Schultz, Michael
    [J]. TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES, 2018, 95 : 460 - 480
  • [10] Landfill Site Selection for Medical Waste Using an Integrated SWARA-WASPAS Framework Based on Spherical Fuzzy Set
    Ghoushchi, Saeid Jafarzadeh
    Bonab, Shabnam Rahnamay
    Ghiaci, Ali Memarpour
    Haseli, Gholamreza
    Tomaskova, Hana
    Hajiaghaei-Keshteli, Mostafa
    [J]. SUSTAINABILITY, 2021, 13 (24)