Geometric Operators in the Selection of Human Resources
Commenced in January 2007
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Geometric Operators in the Selection of Human Resources

Authors: José M. Merigó, Anna M. Gil-Lafuente

Abstract:

We study the possibility of using geometric operators in the selection of human resources. We develop three new methods that use the ordered weighted geometric (OWG) operator in different indexes used for the selection of human resources. The objective of these models is to manipulate the neutrality of the old methods so the decision maker is able to select human resources according to his particular attitude. In order to develop these models, first a short revision of the OWG operator is developed. Second, we briefly explain the general process for the selection of human resources. Then, we develop the three new indexes. They will use the OWG operator in the Hamming distance, in the adequacy coefficient and in the index of maximum and minimum level. Finally, an illustrative example about the new approach is given.

Keywords: OWG operator, decision making, human resources, Hamming distance.

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1080106

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[1] A. Kaufmann, and J. Gil Aluja, Introducción de la teoría de los subconjuntos borrosos a la gestión de las empresas, Ed. Milladoiro, Spain, 1986, in Spanish.
[2] A. Kaufmann, and J. Gil Aluja, Técnicas operativas de gesti├│n para el tratamiento de la incertidumbre, Ed. Hispano-europea, Spain, 1987, in Spanish.
[3] J. Gil Aluja, The interactive management of human resources in uncertainty, Kluwer Academic Publishers, Dordrecht, 1998.
[4] A.M. Gil-Lafuente, Fuzzy logic in financial analysis, Springer, Berlin, 2005.
[5] J.M. Merig├│, and A.M. Gil-Lafuente, "Unification point in methods for the selection of financial products", Fuzzy Economic Review, vol. 12, pp. 35-50, 2007.
[6] J.M. Merig├│, and A.M. Gil-Lafuente, "Using the OWA operators in the selection of financial products", in Proc. 41th CLADEA Conf., Montpellier, France, 2006, CD-ROM.
[7] J.M. Merig├│, and A.M. Gil-Lafuente, "Using the OWG operators in the selection of financial products", Lectures on Modelling and Simulation, vol. 2006 (3), pp. 49-55, 2006.
[8] A.M. Gil-Lafuente, and J.M. Merig├│, "Acquisition of financial products that adapt to different environments", Lectures on Modelling and Simulation, vol. 2006 (3), pp. 42-48, 2006.
[9] J. Gil-Lafuente, "El "índice del máximo y mínimo nivel" en la optimización del fichaje de un deportista", in 10th AEDEM Int. Congress, Reggio Calabria, Italy, 2001, pp. 439-443.
[10] J. Gil-Lafuente, Algoritmos para la excelencia. Claves para el éxito en la gesti├│n deportiva, Ed. Milladoiro, Vigo, Spain, 2002, in Spanish.
[11] F. Chiclana, F. Herrera, and E. Herrera-Viedma, "The ordered weighted geometric operator: Properties and application", in Proc. 8th Conf. Inform. Processing and Management of Uncertainty in Knowledgebased Systems (IPMU), Madrid, Spain, 2000, pp. 985-991.
[12] F. Chiclana, F. Herrera, E. Herrera-Viedma, "Integrating multiplicative preferente relations in a multipurpose decision-making model based on fuzzy preference relations", Fuzzy Sets and Systems, vol. 122, pp. 277- 291, 2001.
[13] F. Chiclana, F. Herrera, E. Herrera-Viedma, "Multiperson Decision Making Based on Multiplicative Preference Relations", European J. Operational Research, vol. 129, pp. 372-385, 2001.
[14] Z.S. Xu, and Q.L. Da, "The Ordered Weighted Geometric Averaging Operators", Int. J. Intelligent Systems, vol. 17, pp. 709-716, 2002.
[15] F. Herrera, E. Herrera-Viedma, and F. Chiclana, "A study of the origin and uses of the ordered weighted geometric operator in multicriteria decision making", Int. J. Intelligent Systems, vol. 18, pp. 689-707, 2003.
[16] Z.S. Xu, and Q.L. Da, "An Overview of Operators for Aggregating Information", Int. J. Intelligent Systems, vol. 18, pp. 953-969, 2003.
[17] F. Chiclana, F. Herrera, E. Herrera-Viedma, and S. Alonso, "Induced ordered weighted geometric operators and their use in the aggregation of multiplicative preference relations", Int. J. Intelligent Systems, vol. 19, pp. 233-255, 2004.
[18] J.M. Merig├│, and M. Casanovas, "Ordered weighted geometric operators in decision making with Dempster-Shafer belief structure", in Proc. 13th Congress Int. Association for Fuzzy Set Management and Economy (SIGEF), Hammamet, Tunisia, 2006, pp 709-727.
[19] J.M. Merig├│, and M. Casanovas, "Geometric operators in decision making with minimization of regret", International Journal of Computer Systems Science and Engineering, vol. 1, pp. 111-118, 2008.
[20] R.R. Yager, and Z.S. Xu, "The continuous ordered weighted geometric operator and its application to decision making", Fuzzy Sets and Systems, vol. 157, pp. 1393-1402, 2006.
[21] Z.S. Xu, and R.R. Yager, "Some geometric aggregation operators based on intuitionistic fuzzy sets", Int. J. General Systems, vol. 35, pp. 417- 433, 2006.
[22] R.R. Yager, "On Ordered Weighted Averaging Aggregation Operators in Multi-Criteria Decision Making", IEEE Trans. Systems, Man and Cybernetics, vol. 18, pp. 183-190, 1988.
[23] R.R. Yager, and J. Kacprzyck, The Ordered Weighted Averaging Operators: Theory and Applications, Kluwer Academic Publishers, Norwell, MA, 1997.
[24] T. Calvo, G. Mayor, and R. Mesiar, Aggregation Operators: New Trends and applications, Physica-Verlag, New York, 2002.
[25] Z.S. Xu, "An Overview of Methods for Determining OWA Weights", Int. J. Intelligent Systems, vol. 20, pp. 843-865, 2005.
[26] J.M. Merig├│, New Extensions to the OWA Operators and its application in business decision making, Thesis (in Spanish), Dept. Business Administration, Univ. Barcelona, Barcelona, Spain, 2007.
[27] J.M. Merig├│, and M. Casanovas, "Decision making using maximization of negret", International Journal of Computational Intelligence, vol. 4, pp. 171-178, 2008.