Multi-criteria group decision-making for optimal management of water supply with fuzzy ELECTRE-based outranking method

被引:35
作者
Akram, Muhammad [1 ]
Zahid, Kiran [1 ]
Deveci, Muhammet [2 ,3 ]
机构
[1] Univ Punjab, Dept Math, New Campus, Lahore 54590, Pakistan
[2] Natl Def Univ, Turkish Naval Acad, Dept Ind Engn, TR-34940 Istanbul, Turkiye
[3] Imperial Coll London, Royal Sch Mines, London SW7 2AZ, England
关键词
ELECTRE IV; Dominance relations; Distillation process; Outranking technique; PROMETHEE METHOD; SITE SELECTION; RANKING; TOPSIS; NUMBERS; CHOICE; SYSTEM; RIVER;
D O I
10.1016/j.asoc.2023.110403
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This study elevates the potential of ELECTRE IV method using the logical backgrounds of fuzzy sets in the proposed fuzzy ELECTRE IV method to capture the water supply problem of Iran. ELECTRE IV method, being an advanced variant of ELECTRE family, operates on the outranking principle to achieve the results using three types of preferences and five dominance relations that exhibit different levels of superiorities among alternatives. The proposed procedure is designed to exhibit the linguistic preferences via triangular fuzzy numbers which are compared on the basis of their corresponding magnitudes. The proposed approach successfully captures the pseudo criteria using three threshold values to filter out the preferences and then classifying the level of dominance. Moreover, ranking is derived by combining two pre-orders, i.e., ascending and descending pre-orders. The main contribution of this study is the implementation of outranking caliber of proposed fuzzy ELECTRE IV method to address the water supply problem in the Kermanshah province of Iran, concerning the selection of optimal site for Kandoleh dam. The comparisons with two existing techniques, fuzzy TOPSIS method and integrated fuzzy delphi and fuzzy ELECTRE method, are conducted to verify the authenticity and competency of the proposed technique.(c) 2023 The Author(s). Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
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页数:23
相关论文
共 94 条
[1]   ELECTRE III: A knowledge-driven method for integration of geophysical data with geological and geochemical data in mineral prospectivity mapping [J].
Abedi, Maysam ;
Torabi, Seyed Ali ;
Norouzi, Gholam-Hossain ;
Hamzeh, Mohammad .
JOURNAL OF APPLIED GEOPHYSICS, 2012, 87 :9-18
[2]   Integrated outranking techniques based on spherical fuzzy information for the digitalization of transportation system [J].
Akram, Muhammad ;
Zahid, Kiran ;
Kahraman, Cengiz .
APPLIED SOFT COMPUTING, 2023, 134
[3]   Enhanced ELECTRE II method with 2-tuple linguistic m-polar fuzzy sets for multi-criteria group decision making [J].
Akram, Muhammad ;
Noreen, Uzma ;
Deveci, Muhammet .
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 213
[4]   An integrated ELECTRE method for selection of rehabilitation center with m-polar fuzzy N-soft information [J].
Akram, Muhammad ;
Sultan, Maheen ;
Alcantud, Jose Carlos R. .
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2023, 135
[5]   A new maximal flow algorithm for solving optimization problems with linguistic capacities and flows [J].
Akram, Muhammad ;
Habib, Amna ;
Allahviranloo, Tofigh .
INFORMATION SCIENCES, 2022, 612 :201-230
[6]   A new outranking method for multicriteria decision making with complex Pythagorean fuzzy information [J].
Akram, Muhammad ;
Zahid, Kiran ;
Alcantud, Jose Carlos R. .
NEURAL COMPUTING & APPLICATIONS, 2022, 34 (10) :8069-8102
[7]   Extension of TOPSIS model to the decision-making under complex spherical fuzzy information [J].
Akram, Muhammad ;
Kahraman, Cengiz ;
Zahid, Kiran .
SOFT COMPUTING, 2021, 25 (16) :10771-10795
[8]   A NEW METHOD FOR RANKING TRIANGULAR FUZZY NUMBERS [J].
Akyar, Emrah ;
Akyar, Handan ;
Duzce, Serkan Ali .
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2012, 20 (05) :729-740
[9]  
[Anonymous], 1980, Fuzzy Sets and Systems: Theory and Applications
[10]   An optimal management approach for agricultural water supply in accordance with sustainable development criteria using MCDM (TOPSIS) (Case study of Poldasht catchment in West Azerbaijan Province-Iran) [J].
Ardestani, Mahshid Ebad ;
Teshnizi, Ebrahim Sharifi ;
Babakhani, Parham ;
Mahdad, Masoud ;
Golian, Mohsen .
JOURNAL OF APPLIED WATER ENGINEERING AND RESEARCH, 2020, 8 (02) :88-107