Multi-criteria decision making via multivariate quantiles

被引：5
|
作者：
Kostner, Daniel [1 ]
机构：
[1] Free Univ Bozen Bolzano, Fac Econ & Management, Piazza Univ 1, I-39100 Bolzano, BZ, Italy
来源：
MATHEMATICAL METHODS OF OPERATIONS RESEARCH | 2020年 / 91卷 / 01期
关键词：
Multi criteria decision making; Set optimization; Multivariate statistics; Multivariate quantiles;
D O I：
10.1007/s00186-019-00675-9
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：
A novel approach for solving a multiple judge, multiple criteria decision making (MCDM) problem is proposed. The presence of multiple criteria leads to a non-total order relation. The ranking of the alternatives in such a framework is done by reinterpreting the MCDM problem as a multivariate statistics one and by applying the concepts in Hamel and Kostner (J Multivar Anal 167:97-113, 2018). A function that ranks alternatives as well as additional functions that categorize alternatives into sets of "good" and "bad" choices are presented. The paper shows that the properties of these functions ensure a reasonable decision making process.
引用
收藏
页码：73 / 88
页数：16
相关论文
共 50 条
  • [21] Multi-criteria Decision Making for Job Selection
    Rahman, Mushfiqur
    Asadujjaman, Md
    [J]. 2021 INTERNATIONAL CONFERENCE ON DECISION AID SCIENCES AND APPLICATION (DASA), 2021,
  • [22] Supportive software for the multi-criteria decision making
    Gurecky, J.
    Moldrik, P.
    Dvorsky, J.
    Sebesta, R.
    [J]. RELIABILITY, RISK AND SAFETY: THEORY AND APPLICATIONS VOLS 1-3, 2010, : 131 - 136
  • [23] A Survey on Multi-Criteria Decision Making Approaches
    Umm-e-Habiba
    Asghar, Sohail
    [J]. ICET: 2009 INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES, PROCEEDINGS, 2009, : 321 - +
  • [24] Multi-criteria decision making in health care
    Reuter-Oppermann, Melanie
    Rachuba, Sebastian
    Raith, Andrea
    [J]. OPERATIONS RESEARCH FOR HEALTH CARE, 2019, 23
  • [25] Imprecise probabilistic multi-criteria decision making
    Ding, Xiaosong
    [J]. INTERNATIONAL CONFERENCE ON MANAGEMENT INNOVATION, VOLS 1 AND 2, 2007, : 1036 - 1041
  • [26] A Neutrosophic Multi-Criteria Decision Making Method
    Kharal, Athar
    [J]. NEW MATHEMATICS AND NATURAL COMPUTATION, 2014, 10 (02) : 143 - 162
  • [27] Multi-criteria decision making in sensor networks
    Sridhar, Prasanna
    Madni, Asad M.
    Jamshidi, Mo
    [J]. IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE, 2008, 11 (01) : 24 - 29
  • [28] An Innovative Algorithm Based on Octahedron Sets via Multi-Criteria Decision Making
    Senel, Guzide
    [J]. SYMMETRY-BASEL, 2024, 16 (09):
  • [29] Path analysis and multi-criteria decision making: An approach for multivariate model selection and analysis in health
    Vasconcelos, AGG
    Almeida, RMVR
    Nobre, FF
    [J]. ANNALS OF EPIDEMIOLOGY, 2001, 11 (06) : 377 - 384
  • [30] Multi-Criteria Inventory Classification Based on Multi-Criteria Decision-Making (MCDM) Technique
    Rauf, Mudassar
    Guan, Zailin
    Sarfraz, Shoaib
    Mumtaz, Jabir
    Almaiman, Sulaiman
    Shehab, Essam
    Jahanzaib, Mirza
    [J]. ADVANCES IN MANUFACTURING TECHNOLOGY XXXII, 2018, 8 : 343 - 348
12345