Applying fuzzy extended analytical hierarchy (FEAHP) for selecting logistics software
Aplicación del proceso de análisis jerárquico extendido con lógica difusa para la selección de software para logística
DOI:
https://doi.org/10.15446/ing.investig.v32n1.28521Keywords:
Software, decision-making, AHP method, fuzzy logic (en)Software, toma de decisiones, método AHP, Lógica difusa (es)
This paper shows fuzzy extended analytical hierarchy (FEAHP) applied to a warehouse management system (WMS) in a Colombian shipyard regarding selecting pertinent logistics software. The FEAHP method has been widely used for resolving decision-making problems where many quantitative and qualitative factors and variables are required. However the most important criticism of this method concerns the impossibility of including value judgments not on a continuous scale but rather on a discrete one which can be solved by fuzzy logic. This problem was resolved by using the fuzzy logic extension of the AHP method proposed by Chang in 1996 which was adapted for a specific context regarding a Colombian shipyard.
Este artículo presenta la aplicación del proceso de análisis jerárquico - Método AHP extendido con lógica difusa en la selección de una herramienta de software para logística tipo WMS (Warehouse Management System) en un astillero colombiano. El método AHP ha sido utilizado ampliamente para resolver problemas de análisis de decisión en donde es necesario involucrar un alto número de factores y variables tanto cualitativas como cuantitativas, sin embargo, la mayor critica a este método es que el mismo no permite la inclusión de juicios de valor en una escala continua, sino discreta, lo cual se puede corregir al integrar la lógica difusa. Este problema encuentra solución con la extensión del método AHP con lógica difusa, desarrollado por Chang en 1996. Adaptado para un contexto especifico como el de un Astillero en Colombia.
References
Arango, M.D; Serna, C.A. and Pérez, G. Fuzzy mathematical programming applied to the material requirements planning (MRP). Rev. Téc. Fac. Ing. Univ. Zulia. Vol:33, 2010a, fasc: 1. pp. 1 - 10
Arango, M.D; Gaviria, H. and Vergara, C. Fuzzy modelling for aggregated production planning in uncertain environments. Revista DYNA, Año 77, Nro 162. 2010b, pp 397-411.
Buckley, J.J. Fuzzy hierarchical analysis. Fuzzy sets and systems, 17, 1985. 223-247.
Büyüközkan, G.; Kabraman, C. and Ruan, D. A fuzzy multi-criteria decision approach for software development strategy selection. Intern. Journal of General Systems, 33: 2, 2004. pp 259-280.
Chang, Da-Yong. Extend analysis and synthetic Decision, optimization techniques and Applications, World Scientific, Volume 1, Singapore. 1992. P. 352.
Chang, Da-Yong. Applications of the extent analysis method on fuzzy AHP. Eur. Journal of Oper. Research. 96, 1996. pp. 649-655.
Chang, P.-L. and Chen Y.-C. A fuzzy multi-criteria decision making method for technology transfer strategy selection in biotechnology, Fuzzy Sets and Systems, 63, 1994. 131-139.
Huang, L-C and Wu, R. Y-H. Applying fuzzy analytic hierarchy process in the managerial talent assessment model - an empirical study in Taiwan's semiconductor industry. Intern. Journal of Technology Management, Vol 30, No. ½. 2005. pp 105-130.
Hurtado, T. and Bruno, G. El Proceso de análisis jerárquico (AHP) como herramienta para la toma de decisiones en la selección de proveedores: aplicación en la selección del proveedor para la Empresa Gráfica Comercial MyE S.R.L. Thesis. Universidad Nacional Mayor de San Marcos. Facultad de Ciencias Matemáticas. EAP. Investigación Operativa. Lima, Perú. 2005
International Standard Organization. Iso 9126. available in http://www.iso.org/iso/catalogue_detail.htm?csnumber=22891 Last visit: Jun. 2010.
Liang, Shing-Ko and Lien, Chi-Tai. Selecting the optimal ERP software by combining the ISO 9126 standard and fuzzy AHP approach. Contemporary Management Research, Vol.3, No.1. 2007, pp 23-44.
Lin, Hua-Yan and Hsu, Ping-Yu. Application of the Analytic Hierarchy Process on Data Warehouse System Selection Decisions for Small and Large Enterprise in Taiwan. International Journal of Computer, the Internet and Management. Vol 15. No. 3 (Sep. Dec., 2007) pp 73-93
Lien, C-T and Chan, H-L. (2007). A Selection Model for ERP System by Applying Fuzzy AHP Approach. International Journal of the Computer, the Internet and Management Vol. 15. No.3 (Sep - Dec 2007) pp 58-72
Maggie C.Y. Tama, V.M. and Tummalab, R. An application of the AHP in vendor selection of a telecommunications system. Omega, 29. 2001. pp.171-182
Pérez, I. and León, B. Lógica difusa para principiantes. Publ. UCAB. Caracas. 2007.
Saaty, T. L. The analytic hierarchy and analytic network processes for the measurement of intangible criteria and for decision-making. Multicriteria decision analysis. State of the art surveys. Springer International Series. Springer Science + Business Media. Inc. 2005.
TEC- Technology Evaluation Centers. The TEC Approach. Available in: http://www.technologyevaluation.com/tecapproach/ Last visit: Ago. 2010.-481.
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Copyright (c) 2012 Julián Andrés Zapata Cortés, Martín Darío Arango Serna, Wilson Adarme Jaimes

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