A novel spherical fuzzy analytic hierarchy process and its renewable energy application

被引:252
|
作者
Kutlu Gundogdu, Fatma [1 ,2 ]
Kahraman, Cengiz [1 ]
机构
[1] Istanbul Tech Univ, Ind Engn Dept, TR-34367 Istanbul, Turkey
[2] Istanbul Kultur Univ, Ind Engn Dept, TR-34191 Istanbul, Turkey
关键词
Spherical fuzzy sets; Multi-criteria decision making; AHP; Neutrosophic AHP; AHP; SELECTION; EXTENSION; SYSTEMS;
D O I
10.1007/s00500-019-04222-w
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The extensions of ordinary fuzzy sets such as intuitionistic fuzzy sets, Pythagorean fuzzy sets, and neutrosophic sets, whose membership functions are based on three dimensions, aim at collecting experts' judgments more informatively and explicitly. In the literature, generalized three-dimensional spherical fuzzy sets have been introduced by Kutlu Gundogdu and Kahraman (J Intell Fuzzy Syst 36(1):337-352, 2019a), including their arithmetic operations, aggregation operators, and defuzzification operations. In this paper, our aim is to extend classical analytic hierarchy process (AHP) to spherical fuzzy AHP (SF-AHP) method and to show its applicability and validity through a renewable energy location selection example and a comparative analysis between neutrosophic AHP and SF-AHP.
引用
收藏
页码:4607 / 4621
页数:15
相关论文
共 50 条
  • [1] A novel spherical fuzzy analytic hierarchy process and its renewable energy application
    Fatma Kutlu Gündoğdu
    Cengiz Kahraman
    [J]. Soft Computing, 2020, 24 : 4607 - 4621
  • [2] XOR analytic hierarchy process and its application in the renewable energy sector
    Hocine, Amine
    Kouaissah, Noureddine
    [J]. OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 2020, 97
  • [3] Application of improved fuzzy best worst analytic hierarchy process on renewable energy
    Majumder, Priyanka
    Balas, Valentina Emilia
    Paul, Arnab
    Baidya, Dayarnab
    [J]. PEERJ COMPUTER SCIENCE, 2021, 7 : 1 - 27
  • [4] Selection among renewable energy alternatives based on a fuzzy analytic hierarchy process in Indonesia
    Tasri, Adek
    Susilawati, Anita
    [J]. SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2014, 7 : 34 - 44
  • [5] Risk evaluation method of renewable energy investment based on fuzzy analytic hierarchy process
    Li, Weina
    Cui, Zhinan
    Tang, Xiaochun
    [J]. INTERNATIONAL JOURNAL OF GLOBAL ENERGY ISSUES, 2023, 45 (02) : 153 - 165
  • [6] A Novel Triangular Fuzzy Analytic Hierarchy Process
    Wang, Zhou-Jing
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2021, 29 (07) : 2032 - 2046
  • [7] A novel surface fuzzy analytic hierarchy process
    Simjanovic, Dusan J.
    Vesic, Nenad O.
    Ignjatovic, Jelena M.
    Randelovic, Branislav M.
    [J]. FILOMAT, 2023, 37 (11) : 3357 - 3370
  • [8] A novel parsimonious spherical fuzzy analytic hierarchy process for sustainable urban transport solutions
    Moslem, Sarbast
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 128
  • [9] A New Fuzzy Analytic Hierarchy Process and Its Application to Vendor Selection Problem
    Aydin, Serhat
    Kahraman, Cengiz
    [J]. JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING, 2013, 20 (3-4) : 353 - 371
  • [10] Fuzzy Analytic Hierarchy Process Inspired Particle Swarm Optimization and Its Application
    Li ZhuangKuo
    Li Ning
    [J]. PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE, 2010, : 5696 - 5700