A Multi-Criteria and Multi-Agent Framework for supporting complex decision-making processes

被引:6
|
作者
Leoneti, Alexandre Bevilacqua [1 ]
Banares-Alcantara, Rene [2 ]
Pires, Eduardo Cleto [3 ]
de Oliveira, Sonia Valle Walter Borges [1 ]
机构
[1] Univ Sao Paulo, Sch Econ Business Adm & Accounting, Res Grp Decis Sci, Bandeirantes Ave 3900, BR-14040900 Ribeirao Preto, Brazil
[2] Univ Oxford, Dept Engn Sci, Oxford, England
[3] Univ Sao Paulo, Sao Carlos Sch Engn, Sao Carlos, Brazil
基金
瑞典研究理事会; 巴西圣保罗研究基金会;
关键词
MCDM; Game theory; Utility function; Equilibrium selection problem; Social welfare functions; ANALYTIC HIERARCHY PROCESS; NASH EQUILIBRIUM; GRAPH MODEL; GAME; MANAGEMENT; AHP; AGGREGATION; EXTENSION; RANKING; QUALITY;
D O I
10.1007/s10726-022-09785-y
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
A framework for modeling multi-criteria and multi-agent decision making processes as a non-cooperative game including a phase for solving the game by using the concept of equilibrium solution is presented. In the presence of a non-singular solution, the framework includes a phase for refining the solution by the application of a social welfare function. The framework is named Multi-Criteria and Multi-Agent Framework. The framework makes possible the strategic performance in complex decision-making, creating transparency within the process of selecting alternatives that are under evaluation in a multi-criteria perspective by agents with heterogeneous preferences. This paper includes a simulation to demonstrate the applicability of the framework to a complex engineering problem such as the choice of a Wastewater Treatment Plant for a municipality. Convergence of choices of five experts that participated in the simulation was demonstrated by the application of the framework.
引用
收藏
页码:1025 / 1050
页数:26
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