Multicriteria Model for the Choice of Best Battery Provider

Authors

  • María Carmen Carnero University of Castilla-La Mancha, Spain
  • Ana Belén López University of Castilla-La Mancha, Spain

DOI:

https://doi.org/10.6000/2371-1647.2016.02.02

Keywords:

Supplier selection, ELECTRE II, Fuzzy Analytic Hierarchy Process, Concordance thresholds, Discordance thresholds

Abstract

The choice of suppliers is a matter of great importance in organizations. The cost, quality and delivery time provided to customers may depend to a large extent on this decision. This paper, therefore, describes a model applicable to a real organization, using multicriteria decision techniques to choose the best supplier of batteries. In order to establish concordance and discordance thresholds the values provided by the decision-maker of the company will be compared with those obtained by the fuzzy Analytic Hierarchy Process. Both valuations of the thresholds will be applied in the ELECTRE II technique.

References

Chen CT, Lin CT, Huang SF. A fuzzy approach for supplier evaluation and selection in supply chain management. Int J Prod Econ 2006; 102(2): 289-301. http://dx.doi.org/10.1016/j.ijpe.2005.03.009 DOI: https://doi.org/10.1016/j.ijpe.2005.03.009

Willis HT, Huston RC, Pohlkamp F. Evaluation measures of just in time supplier performance. Production and Inventory Management Journal 1993; 34(2): 1-5.

Xia W, Wu Z. Supplier selection with multiple criteria in volume discount environments. Omega 2007; 35: 494-504. http://dx.doi.org/10.1016/j.omega.2005.09.002 DOI: https://doi.org/10.1016/j.omega.2005.09.002

De Boer L, Labro E, Molrlacchi P. A review of methods supporting supplier selection. European Journal of Purchasing & Supply Management 2001; 7: 75-89. http://dx.doi.org/10.1016/S0969-7012(00)00028-9 DOI: https://doi.org/10.1016/S0969-7012(00)00028-9

Chamodrakas I, Batis D, Martakos D. Supplier selection in electronic marketplaces using satisficing and fuzzy AHP. Expert Syst Appl 2010; 37: 490-498. http://dx.doi.org/10.1016/j.eswa.2009.05.043 DOI: https://doi.org/10.1016/j.eswa.2009.05.043

Rodrigues F, Osiro L, Ribeiro LC. A comparison between Fuzzy AHP and Fuzzy TOPSIS methods to supplier selection. Applied Soft Computing 2014; 21: 194-209. http://dx.doi.org/10.1016/j.asoc.2014.03.014 DOI: https://doi.org/10.1016/j.asoc.2014.03.014

Munda G, Nijkamp P, Rietveld P. Qualitative multicriteria evaluation for environmental management. Ecol Econ 1994; 10: 97-112. http://dx.doi.org/10.1016/0921-8009(94)90002-7 DOI: https://doi.org/10.1016/0921-8009(94)90002-7

Huang IB, Keisler J, Linkov I. Multi-criteria decision analysis in environmental sciences: Ten years of applications and trends. Science of the Total Environment 2011; 409: 3578-3594. http://dx.doi.org/10.1016/j.scitotenv.2011.06.022 DOI: https://doi.org/10.1016/j.scitotenv.2011.06.022

Deng X, Hu Y, Deng Y, Mahadevan S. Supplier selection using AHP methodology extended by D numbers. Expert Syst Appl 2014; 41: 156-167. http://dx.doi.org/10.1016/j.eswa.2013.07.018 DOI: https://doi.org/10.1016/j.eswa.2013.07.018

Sonmez M. A review and critique of supplier selection process and practices. Occasional Paper, 2006:1.

Loughborough: Business School, Loughborough. Available from: https://dspace.lboro.ac.uk/dspace-jspui/handle/2134/ 2160.

De Boer L, van der Wegen L. Practice and promise of formal supplier selection: a study of four empirical cases. Journal of Purchasing & Supply Management 2003; 9: 109-118. http://dx.doi.org/10.1016/S1478-4092(03)00018-9 DOI: https://doi.org/10.1016/S1478-4092(03)00018-9

Chai J, Liu JNK, Ngai EWT. Application of decision-making techniques in supplier selection: A systematic review of literature. Expert Syst Appl 2013; 40(10): 3872-3885. http://dx.doi.org/10.1016/j.eswa.2012.12.040 DOI: https://doi.org/10.1016/j.eswa.2012.12.040

Kar AK. Revisiting the supplier selection problem: An integrated approach for group decision support. Expert Syst Appl 2014; 41: 2762-2771. DOI: https://doi.org/10.1016/j.eswa.2013.10.009

Narasimhan R. An analytic approach to supplier selection. Journal of Purchasing and Supply Management 1983; 1(1): 27-32. DOI: https://doi.org/10.1111/j.1745-493X.1983.tb00092.x

Muralidharan C, Anantharaman N, Deshmukh SG. A multicriteria group decision-making model for supplier rating. Journal of Supply Chain Management 2002; 38: 22-33. http://dx.doi.org/10.1111/j.1745-493X.2002.tb00140.x DOI: https://doi.org/10.1111/j.1745-493X.2002.tb00140.x

Chan FTS. Interactive selection model for supplier selection process: An analytical hierarchy process approach. Int J Prod Res 2003; 41: 3549-3579. http://dx.doi.org/10.1080/0020754031000138358 DOI: https://doi.org/10.1080/0020754031000138358

Chan FTS, Chan HK. Development of the supplier selection model – A case study in the advanced technology industry. Journal of Engineering Manufacture 2004; 218: 1807-1824. http://dx.doi.org/10.1177/095440540421801213 DOI: https://doi.org/10.1177/095440540421801213

Tahriri F, Osman MR, Ali A, Yusuff RM, Esfandiary A. AHP approach for supplier evaluation and selection in a steel manufacturing Company. Journal of Industrial Engineering Management 2008; 1(02): 54-76. http://dx.doi.org/10.3926/jiem.2008.v1n2.p54-76 DOI: https://doi.org/10.3926/jiem.2008.v1in2.p54-76

Özkan B, Başlıgil H, Şahin N. Supplier Selection Using Analytic Hierarchy Process: An Application From Turkey, Proceedings of the World Congress on Engineering 2011 Vol II WCE 2011, July 6 - 8, London, UK, 2011.

Rajesh G, Malliga P. Supplier Selection Based on AHP QFD Methodology. Procedia Engineering 2013; 64: 1283-1292. http://dx.doi.org/10.1016/j.proeng.2013.09.209 DOI: https://doi.org/10.1016/j.proeng.2013.09.209

Rajat MV, Vinay AS. Supplier selection using social sustainability: AHP based approach in India. International Strategic Management Review 2014; 2: 98-112. http://dx.doi.org/10.1016/j.ism.2014.10.003 DOI: https://doi.org/10.1016/j.ism.2014.10.003

Gonzalez-Prida V, Gómez J, Crespo A. Practical application of an Analytic Hierarchy Process for the improvement of the warranty management. Journal of Quality in Maintenance Engineering 2011; 17(2): 163-182. http://dx.doi.org/10.1108/13552511111134592 DOI: https://doi.org/10.1108/13552511111134592

González-Prida V, Barberá L, Viveros P, Crespo A. Dynamic Analytic Hierarchy Process: AHP method adapted to a changing environment. Journal of Manufacturing Technology Management 2014; 25(4): 457-475. http://dx.doi.org/10.1108/JMTM-03-2013-0030 DOI: https://doi.org/10.1108/JMTM-03-2013-0030

González-Prida V, Crespo Márquez A. After–sales Service of Engineering Industrial Assets: A Reference Framework for Warranty Management. Cham, Switzerland: Springer Science+Business Media 2014. http://dx.doi.org/10.1007/978-3-319-03710-3 DOI: https://doi.org/10.1007/978-3-319-03710-3

Dulmin R, Mininno V. Supplier selection using a multi-criteria decision aid method. Journal of Purchasing & Supply Management 2003; 9(4): 177-187. http://dx.doi.org/10.1016/S1478-4092(03)00032-3 DOI: https://doi.org/10.1016/S1478-4092(03)00032-3

De Boer L, van der Wegen L, Telgen J. Outranking methods in support of supplier selection. European Journal of Purchasing & Supply Management 1998; 4: 109-118. http://dx.doi.org/10.1016/S0969-7012(97)00034-8 DOI: https://doi.org/10.1016/S0969-7012(97)00034-8

Roy B. ELECTRE III: Un Algorithme de classements fondé sur une représentation floue des préférences en présence de critères multiples. Cahiers du Centre d’Etudes de Recherche Opérationnelle 1978; 20(1): 3-24.

Duckstein L, Gershon M. Multicriterion analysis of a vegetation management problem using ELECTRE II. Appl Math Model 1983; 7(4): 254-261. http://dx.doi.org/10.1016/0307-904X(83)90078-1 DOI: https://doi.org/10.1016/0307-904X(83)90078-1

Hokkanen JP, Salminen E, Ettala RM. The choice of a solid waste management system using the Electre II decision-aid method. Waste Manage Res 1995; 13(2): 175-193. http://dx.doi.org/10.1177/0734242X9501300207 DOI: https://doi.org/10.1177/0734242X9501300207

Huang WC, Chen CH. Using the ELECTRE II method to apply and analyze the differentiation theory. Proceedings of the Eastern Asia Society for Transportation Studies 2005; 5: 2237-2249.

Armaghan N, Renaud J. An application of multi-criteria decision aids models for Case-Based Reasoning. Inform Sciences 2012; 210: 55-66. http://dx.doi.org/10.1016/j.ins.2012.04.033 DOI: https://doi.org/10.1016/j.ins.2012.04.033

Huang D, Ke L. Application of ELECTRE-II on bid evaluation in construction engineering. Proceedings of the IEEE Fifth International Conference on Advanced Computational Intelligence (ICACI); 2012: Nanjing; 2012: p. 816-819. http://dx.doi.org/10.1109/icaci.2012.6463282 DOI: https://doi.org/10.1109/ICACI.2012.6463282

Jun D, Tian-tian F, Yi-sheng Y, Yu M. Macro-site selection of wind/solar hybrid power station based on ELECTRE-II. Renewable and Sustainable Energy Reviews 2014; 35: 194-204. http://dx.doi.org/10.1016/j.rser.2014.04.005 DOI: https://doi.org/10.1016/j.rser.2014.04.005

Hatami-Marbini A, Tavana M. An extension of the Electre I method for group decision-making under a fuzzy environment. Omega 2011; 39: 373-386. http://dx.doi.org/10.1016/j.omega.2010.09.001 DOI: https://doi.org/10.1016/j.omega.2010.09.001

Chen TY. An ELECTRE-based outranking method for multiple criteria group decision making using interval type-2 fuzzy sets. Inform Sciences 2014; 263: 1-21. http://dx.doi.org/10.1016/j.ins.2013.12.012 DOI: https://doi.org/10.1016/j.ins.2013.12.012

Almeida AT. Multicriteria decision model for outsourcing contracts selection based on utility function and ELECTRE method. Computers & Operations Research 2007; 34(12): 3569-3574. http://dx.doi.org/10.1016/j.cor.2006.01.003 DOI: https://doi.org/10.1016/j.cor.2006.01.003

Montazer GA, Saremi, HQ, Ramezani M. Design a new mixed expert decision aiding system using fuzzy ELECTRE III method for vendor selection. Expert Syst Appl 2009; 36(8): 10837-10847. http://dx.doi.org/10.1016/j.eswa.2009.01.019 DOI: https://doi.org/10.1016/j.eswa.2009.01.019

Sevkli M. An application of the fuzzy ELECTRE method for supplier selection. Int J Prod Res 2010; 48(12): 3393-3405. http://dx.doi.org/10.1080/00207540902814355 DOI: https://doi.org/10.1080/00207540902814355

Liu P, Zhang X. Research on the supplier selection of a supply chain based on entropy weight and improved ELECTRE-III method. Int J Prod Res 2011; 49(3): 637-646. http://dx.doi.org/10.1080/00207540903490171 DOI: https://doi.org/10.1080/00207540903490171

Gómez A, Carnero MC. Selection of a Computerised Maintenance Management System: A case study in a Health Regional Service. Prod Plan Control 2011; 22(4): 426-436. http://dx.doi.org/10.1080/09537287.2010.500455 DOI: https://doi.org/10.1080/09537287.2010.500455

Behzadian M, Kazemzadeh RB, Albadvi A, Aghdasi M. PROMETHEE: A comprehensive literature review on methodologies and applications. Eur J Oper Res 2010; 200(1): 198-215. http://dx.doi.org/10.1016/j.ejor.2009.01.021 DOI: https://doi.org/10.1016/j.ejor.2009.01.021

Araz C, Ozkarahan I. Supplier evaluation and management system for strategic sourcing based on a new multicriteria sorting procedure. Int J Prod Econ 2007; 106: 585-606. http://dx.doi.org/10.1016/j.ijpe.2006.08.008 DOI: https://doi.org/10.1016/j.ijpe.2006.08.008

Araz C, Ozfirat PM, Ozkarahan I. An integrated multicriteria decision-making methodology for outsourcing management. Computers & Operations Research 2007; 34(12): 3738-3756. http://dx.doi.org/10.1016/j.cor.2006.01.014 DOI: https://doi.org/10.1016/j.cor.2006.01.014

Govindan K, Jepsen MB. ELECTRE: A comprehensive literature review on methodologies and applications. Eur J Oper Res 2016; 250(1): 1-29. http://dx.doi.org/10.1016/j.ejor.2015.07.019 DOI: https://doi.org/10.1016/j.ejor.2015.07.019

Roy B, Bertier P. La méthode ELECTRE II: une aplication au mediaplanning. Operational Research 1973; 72: 291-302.

Leal C, Sánchez-Apellániz M, Roldán JL, Vázquez AE. Decisiones empresariales con criterios múltiples. Madrid: Ediciones Pirámide 1995.

Romero C. Teoría de la decisión multicriterio: conceptos, técnicas y aplicaciones. Madrid: Alianza Editorial 1993.

Figueira, J, Roy B, Mousseau V. ELECTRE methods. In Figueira J, Greco S, Ehrgott M. (Eds.), Multiple Criteria Decision Analysis: State of the Art Surveys, pp. 133162. New York: Springer Science 2005.

Romero C. Analysis of the multicriteria decisions. Madrid: Isdefe 1996.

Chang DY. Applications of the extent analysis method on fuzzy AHP. Eur J Oper Res 1996; 95: 649-655. http://dx.doi.org/10.1016/0377-2217(95)00300-2 DOI: https://doi.org/10.1016/0377-2217(95)00300-2

Kaufmann A, Gupta MM. Fuzzy Mathematical Models in Engineering and Management Science. Amsterdam: North Holland 1988.

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Published

2016-03-17

How to Cite

Carnero, M. C., & López, A. B. . (2016). Multicriteria Model for the Choice of Best Battery Provider. Journal of Advances in Management Sciences & Information Systems, 2, 21–31. https://doi.org/10.6000/2371-1647.2016.02.02

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