A fuzzy posetic toolbox for multi-criteria evaluation on ordinal data systems

被引：0
|
作者：
Fattore, Marco [1 ]
De Capitani, Lucio [1 ]
Avellone, Alessandro [1 ]
Suardi, Andrea [2 ]
机构：
[1] Univ Milano Bicocca, Piazza Ateneo Nuovo 1, I-20126 Milan, Italy
[2] Univ Padua, Padua, Italy
来源：
ANNALS OF OPERATIONS RESEARCH | 2024年
关键词：
Fuzzy logic; Multi-dimensional poverty; Multi-dimensional ordinal data; Partial order theory; Poset; Ranking; Synthetic indicators; AVERAGED RANKS; INDICATORS; SETS;
D O I：
10.1007/s10479-024-06352-3
中图分类号：
C93 [管理学]; O22 [运筹学];
学科分类号：
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要：
The paper develops a general and flexible toolbox for implementing multi-criteria evaluation processes and for computing synthetic indicators and rankings, on multi-dimensional systems of ordinal variables. It integrates partial order theory and fuzzy logic, into a general procedure that can be tuned to different application domains and evaluation problems, fully respecting the non-numerical and multi-faceted nature of the data. The toolbox is shown in action in the domain of multi-dimensional deprivation assessment, on real data pertaining to poverty in Belize.
引用
收藏
页数：27
相关论文
共 50 条
  • [11] Fuzzy Multi-Criteria Evaluation of Knowledge Management Tools
    Buyukozkan, Gulcin
    Feyzioglu, Orhan
    Cifci, Gizem
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2011, 4 (02) : 184 - 195
  • [12] Evaluation of electronic payment systems using fuzzy multi-criteria decision making approach
    Alptekin, Gülfem
    Emre Alptekin, S.
    World Academy of Science, Engineering and Technology, 2010, 46 : 791 - 796
  • [13] Evaluation of Big Data Governance Combining a multi-criteria approach and systems theory
    Akoka, Jacky
    Comyn-Wattiau, Isabelle
    2019 IEEE WORLD CONGRESS ON SERVICES (IEEE SERVICES 2019), 2019, : 398 - 399
  • [14] Multi-Criteria Usability Evaluation of Electronic Devices in a Fuzzy Environment
    Atalay, Kumru Didem
    Eraslan, Ergun
    HUMAN FACTORS AND ERGONOMICS IN MANUFACTURING & SERVICE INDUSTRIES, 2014, 24 (03) : 336 - 347
  • [15] A Fuzzy Multi-Criteria Evaluation Framework for Urban Sustainable Development
    Wang, Wei-Ming
    Peng, Hsiao-Han
    MATHEMATICS, 2020, 8 (03)
  • [16] Group Fuzzy Multi-criteria Decision Making in Supplier Evaluation
    Wang, Tien-Chin
    Chen, Lisa Y.
    Chen, Yueh-Hsiang
    2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15, 2007, : 5761 - +
  • [17] Integrated Software Quality Evaluation: A Fuzzy Multi-Criteria Approach
    Challa, Jagat Sesh
    Paul, Arindam
    Dada, Yogesh
    Nerella, Venkatesh
    Srivastava, Praveen Ranjan
    Singh, Ajit Pratap
    JOURNAL OF INFORMATION PROCESSING SYSTEMS, 2011, 7 (03): : 473 - 518
  • [18] Distribution System Restoration Using Fuzzy Multi-criteria Evaluation
    Mehfuz, Shabana
    Kumar, Pramod
    Reetu
    2014 INNOVATIVE APPLICATIONS OF COMPUTATIONAL INTELLIGENCE ON POWER, ENERGY AND CONTROLS WITH THEIR IMPACT ON HUMANITY (CIPECH), 2014, : 253 - 256
  • [19] Interpretive multi-criteria ranking of production systems with ordinal weights and transitive dominance relationships
    Sushil
    ANNALS OF OPERATIONS RESEARCH, 2020, 290 (1-2) : 677 - 695
  • [20] Multi-Criteria Evaluation of Energy Systems with Sustainability Considerations
    Frangopoulos, Christos A.
    Keramioti, Despoina E.
    ENTROPY, 2010, 12 (05): : 1006 - 1020
12345