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

被引:0
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作者
Alexandre Bevilacqua Leoneti
René Bañares-Alcántara
Eduardo Cleto Pires
Sonia Valle Walter Borges de Oliveira
机构
[1] University of São Paulo,Research Group in Decision Sciences, School of Economics, Business Administration and Accounting
[2] University of Oxford,Department of Engineering Science
[3] University of São Paulo,São Carlos School of Engineering
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关键词
MCDM; Game theory; Utility function; Equilibrium selection problem; Social welfare functions;
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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.
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页码:1025 / 1050
页数:25
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