Interactive simulated annealing for solving imprecise discrete multiattribute problems under risk



Título del documento: Interactive simulated annealing for solving imprecise discrete multiattribute problems under risk
Revista: Pesquisa operacional
Base de datos: PERIÓDICA
Número de sistema: 000313031
ISSN: 0101-7438
Autors: 1

Institucions: 1Universidad Politécnica de Madrid, Escuela de Ciencias de la Computación, Madrid. España
Any:
Període: Jul-Dic
Volum: 22
Número: 2
Paginació: 265-280
País: Brasil
Idioma: Inglés
Tipo de documento: Artículo
Enfoque: Analítico, descriptivo
Resumen en inglés We consider the multiattribute decision-making problem under risk with partial information of the decision-makers' preferences modelled through an imprecise vectorial utility function and where the consequences are assumed under uncertainty. In this framework under imprecision, we introduce the appropriate utility efficient set that plays a fundamental role because it is where the decision-maker must look for a solution. However, this set can be difficult to determine. So, we provide a decision support system with a solution strategy based on interactive simulated annealing for generating a subset of efficient solutions that gives a fair representation of the whole set, to progressively derive one or several satisfying solutions to aid the decision-maker in his/her final choice
Disciplines Matemáticas
Paraules clau: Matemáticas aplicadas,
Funciones vectoriales,
Eficiencia,
Simulación de templado,
Toma de decisiones
Keyword: Mathematics,
Applied mathematics,
Vector functions,
Efficient set,
Simulated annealing,
Decision making
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