Ir al contenido

Documat


Decision-making techniques with similarity measures and OWA operators

  • Autores: José María Merigó Lindahl Árbol académico, Anna María Gil Lafuente Árbol académico
  • Localización: Sort: Statistics and Operations Research Transactions, ISSN 1696-2281, Vol. 36, Nº. 1, 2012, págs. 81-102
  • Idioma: inglés
  • Enlaces
  • Resumen
    • We analyse the use of the ordered weighted average (OWA) in decision-making giving special attention to business and economic decision-making problems. We present several aggregation techniques that are very useful for decision-making such as the Hamming distance, the adequacy coefficient and the index of maximum and minimum level. We suggest a new approach by using immediate weights, that is, by using the weighted average and the OWA operator in the same formulation. We further generalize them by using generalized and quasi-arithmetic means. We also analyse the applicability of the OWA operator in business and economics and we see that we can use it instead of the weighted average. We end the paper with an application in a business multi-person decision-making problem regarding production management.

  • Referencias bibliográficas
    • Beliakov, G., Calvo, T. and Pradera, A. (2007). Aggregation Functions: A Guide for Practitioners. Springer, Berlin.
    • Canós, L. and Liern, V. (2008). Soft computing-based aggregation methods for human resource management. European Journal of Operational...
    • Engemann, K. J., Filev, D. P. and Yager, R. R. (1996). Modeling decision-making using immediate probabilities. International Journal of General...
    • Figueira, J., Greco, S. and Ehrgott, M. (2005).Multiple Criteria Decision Analysis: State of the Art Surveys. Springer, Boston.
    • Gil-Aluja, J. (1998). The Interactive Management of Human Resources in Uncertainty. Kluwer Academic Publishers, Dordrecht.
    • Gil-Lafuente, A. M. (2005). Fuzzy Logic in Financial Analysis. Springer, Berlin.
    • Gil-Lafuente, A. M. and Merigó, J. M. (2010). Computational Intelligence in Business and Economics. World Scientific, Singapore.
    • Gil-Lafuente, J. (2001). The index of maximum and minimum level in the selection of players in sport management (in Spanish). In: Proceedings...
    • Gil-Lafuente, J. (2002). Algorithms for Excelence. Keys for Being Succesful in Sport Management (in Spanish). Ed. Milladoiro, Vigo.
    • Hamming, R. W. (1950). Error-detecting and error-correcting codes. Bell Systems Technical Journal, 29: 147–160.
    • Karayiannis, N. (2000). Soft learning vector quantization and clustering algorithms based on ordered weighted aggregation operators. IEEE...
    • Kaufmann, A. (1975). Introduction to the Theory of Fuzzy Subsets. Academic Press, New York.
    • Kaufmann, A. and Gil-Aluja, J. (1986). Introduction to the theory of fuzzy subsets in business management (In Spanish). Ed. Milladoiro, Santiago...
    • Kaufmann, A. and Gil-Aluja, J. (1987). Business Techniques for the Treatment of the Uncertainty (in Spanish). Ed. Hispano-europea, Barcelona.
    • Merigó, J. M. (2008). New extensions to the OWA operator and its application in decision-making. PhD Thesis (in Spanish). Department of...
    • Merigó, J. M. (2010). Fuzzy decision-making with immediate probabilities. Computers & Industrial Engineering, 58: 651–657.
    • Merigó, J. M. and Casanovas, M. (2009). Induced aggregation operators in decision-making with DempsterShafer belief structure. International...
    • Merigó, J. M. and Casanovas, M. (2010a). Decision-making with distance measures and linguistic aggregation operators. International Journal...
    • Merigó, J. M. and Casanovas, M. (2010b). The fuzzy generalized OWA operator and its application in strategic decision-making. Cybernetics...
    • Merigó, J. M. and Casanovas, M. (2010c). Induced and heavy aggregation operators with distance measures. Journal of Systems Engineering...
    • Merigó, J. M. and Casanovas, M. (2011a). Decision-making with distance measures and induced aggregation operators. Computers & Industrial...
    • Merigó, J. M. and Casanovas, M. (2011b). Induced aggregation operators in the Euclidean distance and its application in financial decision-making....
    • Merigó, J. M. and Casanovas, M. (2011c). A new Minkowski distance based on induced aggregation operators, International Journal of Computational...
    • Merigó, J. M. and Casanovas, M. (2011d). The uncertain induced quasi-arithmetic OWA operator. International Journal of Intelligent Systems,...
    • Merigó, J. M., Casanovas, M. and Martı́nez, L. (2010). Linguistic aggregation operators for linguistic decisionmaking based on the Dempster-Shafer...
    • Merigó, J. M. and Gil-Lafuente, A. M. (2007). The ordered weighted averaging distance operator. Lectures on Modelling and Simulation, 8:...
    • Merigó, J. M. and Gil-Lafuente, A. M. (2009). The induced generalized OWA operator. Information Sciences, 179: 729–741.
    • Merigó, J. M. and Gil-Lafuente, A. M. (2010). Decision-making techniques for the selection of financial products. Information Sciences,...
    • Merigó, J. M. and Gil-Lafuente, A. M. (2011). OWA operators in human resource management, Economic Computation and Economic Cybernetics...
    • Merigó, J. M., Gil-Lafuente, A. M. and Gil-Aluja, J. (2011a). Decision-making with the induced generalized adequacy coefficient, Applied...
    • Merigó, J. M., Gil-Lafuente, A. M. and Gil-Aluja, J. (2011b). A new aggregation method for strategic decisionmaking and its application...
    • Torra, V. and Narukawa, Y. (2007). Modelling Decisions: Information Fusion and Aggregation Operators. Springer, Berlin.
    • Wei, G. W. (2009). Uncertain linguistic hybrid geometric mean operator and its application to group decisionmaking under uncertain linguistic...
    • Wei, G. W., Wang, H. J. and Lin, R. (2011). Application of correlation coefficient to interval-valued intuitionistic fuzzy multiple attribute...
    • Wei, G. W., Zhao, X. and Lin, R. (2010). Some induced aggregating operators with fuzzy number intuitionistic fuzzy information and their applications...
    • Xu, Z. S. (2005). An overview of methods for determining OWA weights. International Journal of Intelligent Systems, 20: 843–865.
    • Xu, Z. S. (2010a). A method based on distance measure for interval-valued intuitionistic fuzzy group decision-making. Information Sciences,...
    • Xu, Z. S. (2010b). A deviation-based approach to intuitionistic fuzzy multiple attribute group decisionmaking. Group Decision and Negotiation,...
    • Xu, Z. S. and Chen, J. (2008). Ordered weighted distance measure. Journal of Systems Science and Systems Engineering, 17: 432–445.
    • Xu, Z. S. and Da, Q. L. (2003). An overview of operators for aggregating the information. International Journal of Intelligent Systems, 18:...
    • Yager, R. R. (1988). On ordered weighted averaging aggregation operators in multi-criteria decision-making. IEEE Transactions on Systems,...
    • Yager, R. R. (1992). Decision-making under Dempster-Shafer uncertainties. International Journal of General Systems, 20: 233–245.
    • Yager, R. R. (1993). Families of OWA operators. Fuzzy Sets and Systems, 59: 125–148.
    • Yager, R. R. (1994). On the RAGE aggregation method with applications to neural networks and decisionmaking. International Journal of Approximate...
    • Yager, R. R. (1999). A game theoretic approach to decision-making under uncertainty. International Journal of Intelligent Systems in Accounting,...
    • Yager, R. R. (2004a). Generalized OWA aggregation operators. Fuzzy Optimization and Decision-Making, 3: 93–107.
    • Yager, R. R. (2004b). Decision-making using minimization of regret. International Journal of Approximate Reasoning, 36: 109–128.
    • Yager, R. R. (2010). Norms induced from OWA operators. IEEE Transactions on Fuzzy Systems, 18: 57–66.
    • Yager, R. R., Engemman, K. J. and Filev, D. P. (1995). On the concept of immediate probabilities. International Journal of Intelligent Systems,...
    • Yager, R. R. and Kacprzyk, J. (1997). The Ordered Weighted Averaging Operators: Theory and Applications. Kluwer Academic Publishers, Norwell,...
    • Yager, R. R., Kacprzyk, J. and Beliakov, G. (2011). Recent Developments on the Ordered Weighted Averaging Operators: Theory and Practice,...
    • Yager, R. R. and Kelman, A. (1999). An extension of the analytical hierarchy process using OWA operators. Journal of Intelligent and Fuzzy...
    • Zhao, H., Xu, Z. S., Ni, M. and Liu, S. (2010). Generalized aggregation operators for intuitionistic fuzzy sets. International Journal of...
    • Zhou, L. G. and Chen, H. Y. (2010). Generalized ordered weighted logarithm aggregation operators and their applications to group decision-making....

Fundación Dialnet

Mi Documat

Opciones de artículo

Opciones de compartir

Opciones de entorno