Application of the OWA Operator in Machine Learning Techniques and 2-Tuple Linguistic Model for Dynamic Decision-Making
Decision-making is a common process in human activities, ranging from simple daily choices like what to eat or wear to complex business or economic decisions that could affect an organization's success, financial stability, and market competitiveness. This process typically involves identifying...
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| Tipo de recurso: | tesis doctoral |
| Fecha de publicación: | 2025 |
| País: | España |
| Institución: | Universidad Complutense de Madrid (UCM) |
| Repositorio: | Docta Complutense |
| Idioma: | inglés |
| OAI Identifier: | oai:docta.ucm.es:20.500.14352/119326 |
| Acceso en línea: | https://hdl.handle.net/20.500.14352/119326 |
| Access Level: | acceso abierto |
| Palabra clave: | 65.012.123(043.2) Toma de decisiones Estadística 1209 Estadística |
| Sumario: | Decision-making is a common process in human activities, ranging from simple daily choices like what to eat or wear to complex business or economic decisions that could affect an organization's success, financial stability, and market competitiveness. This process typically involves identifying a goal, gathering relevant information about one or more criteria, and evaluating various alternatives based on the available information to choose the best one. Decisions can be made by individuals or groups, encompassing personal choices like selecting a hotel to stay in, as well as organizational decisions such as improving hotel amenities or implementing business restructuring strategies. Most decision-making scenarios involve multi-criteria decision-making (MCDM), which determines the best alternative by considering diverse criteria in the selection process. Aggregation, a crucial step in the MCDM problem, involves merging multi-criteria evaluations of alternatives into a single value to facilitate decision-making. In many MCDM problems, the effectiveness of this fusion process depends on selecting the right aggregation operators. Decision-makers' attitudes, such as their risk tolerance and level of demand, should be considered in the aggregation process to better facilitate their decision-making... |
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