Fusion: Practice and Applications
FPA
2692-4048
2770-0070
10.54216/FPA
https://www.americaspg.com/journals/show/2744
2018
2018
Fusion of Preferences with Linguistic Weighted Power Mean Operator in Complex Decision-Making Environment
Regional Autonomous University of Los Andes, Riobamba, Ecuador
Silva
Silva
Regional Autonomous University of Los Andes, Puyo, Ecuador
Juan G. Sailema
Armijos
Regional Autonomous University of Los Andes, Ibarra, Ecuador
Marco P. Villa
Zura
Tashkent state university of Economics, Tashkent, Uzbekistan
Maha
Ibrahim
This article explores the application of the linguistic 2-tuple computational model in decision-making processes, focusing on its efficiency in managing ambiguous and imprecise linguistic information, which is vital in complex decision-making environments. The main objective is to demonstrate the use of the Weighted Power Mean (WPM) operator for hierarchical aggregation, highlighting its adaptability in reflecting the priority structures of specific problems and preserving the integrity of expert opinions. The model enhances user interaction by minimizing the need for complex numerical conversions, facilitating more intuitive decision-making. The study introduces the methodology of the linguistic 2-tuples, emphasizing their practical application in various decision-making contexts through detailed case studies. It elaborates on the hierarchical aggregation model, discussing the flexibility and potential of the WPM operator to adjust the influence of individual criteria based on their importance. The article also examines potential improvements in aggregation operators to increase their effectiveness and applicability across different scenarios. This comprehensive analysis not only underscores the capabilities of linguistic computational models in modern decision-making environments but also proposes future directions for advancing these techniques to handle increasingly complex information landscapes.
2024
2024
67
84
10.54216/FPA.160106
https://www.americaspg.com/articleinfo/3/show/2744