Construction and Use of the ANP Decision Model Taking into Account the Experts' Competence

被引:15
|
作者
Becker, Jaroslaw [1 ]
Becker, Aneta [2 ]
Salabun, Wojciech [3 ]
机构
[1] Jacob Paradyz Univ Gorzow Wielkopolski, Teatralna 25, PL-66400 Gorzow Wielkopolski, Poland
[2] West Pomeranian Univ Technol, Fac Econ, Janickiego 31, PL-71210 Szczecin, Poland
[3] West Pomeranian Univ Technol, Fac Comp Sci, Zolnierska 49, PL-71210 Szczecin, Poland
关键词
multiple-criteria decision-making (MCDM); model of ANP (analytic network process); experts opinions; competence; ranking; ANALYTIC HIERARCHY PROCESS; AGGREGATED COMPARISON MATRICES; NETWORK PROCESS; CONSISTENCY; AHP; PERFORMANCE; SELECTION; OPINIONS;
D O I
10.1016/j.procs.2017.08.145
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The Analytic Network Process (ANP) is a subject of interest of the authors, which is included into methods of multi-criteria decision-making approach. The article covers the issue of supporting decisions involving experts. A network model structure was proposed, where the assessment of the decision variants on the set of criteria depends not only on the experts' opinion, but also on the level of their competence. The possibility of taking into account the preferences for the criteria set by: a decision maker, experts or beneficiaries representing the decision-making options was also considered. The model's performance was verified on the example of employee assessment. The results of the experiment have confirmed that the decision model developed can be formally represented in the computer decision support systems and delivered to the users in the form of a ready-made proposal (pattern). (C) 2017 The Authors. Published by Elsevier B.V.
引用
收藏
页码:2269 / 2279
页数:11
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