Supplier evaluation based on Nash bargaining game model

Traditional DEA method is improper for supplier evaluation and selection, as it adopts varying weights in evaluation, and fails to consider competition among the suppliers. In order to solve these two problems, Nash bargaining game DEA model is applied to supplier evaluation in present paper. However, there is a non-uniqueness problem with Nash bargaining game efficiency of supplier in existing Nash bargaining game DEA model. The existing Nash bargaining game DEA model is improved in present paper on this issue, then the improved model is applied to the third party logistics service provider evaluation. The result of supplier evaluation based on the improved model is more persuasive compared with the existing research achievement, owing to adopting common weights in evaluation, and the game between suppliers being taken account.

[1]  T. Sexton,et al.  Data Envelopment Analysis: Critique and Extensions , 1986 .

[2]  M. Braglia,et al.  A quality assurance‐oriented methodology for handling trade‐offs in supplier selection , 2000 .

[3]  Christiano Arrigoni Coelho,et al.  Modelagem do comportamento ótimo dos bancos no mercado de reservas brasileiro , 2004 .

[4]  Fabio Sciancalepore,et al.  Using a DEA-cross efficiency approach in public procurement tenders , 2012, Eur. J. Oper. Res..

[5]  Abraham Charnes,et al.  Measuring the efficiency of decision making units , 1978 .

[6]  S. Talluri,et al.  A model for performance monitoring of suppliers , 2002 .

[7]  J. Nash THE BARGAINING PROBLEM , 1950, Classics in Game Theory.

[8]  Srinivas Talluri,et al.  A methodology for strategic sourcing , 2004, Eur. J. Oper. Res..

[9]  R. C. Baker,et al.  A multi-phase mathematical programming approach for effective supply chain design , 2002, Eur. J. Oper. Res..

[10]  David J. Barnes,et al.  A literature review of decision-making models and approaches for partner selection in agile supply chains , 2011 .

[11]  L. D. Boer,et al.  A review of methods supporting supplier selection , 2001 .

[12]  Rodney H. Green,et al.  Efficiency and Cross-efficiency in DEA: Derivations, Meanings and Uses , 1994 .

[13]  Bhallamudi Ravi,et al.  Web based casting supplier evaluation using analytical hierarchy process , 2001, J. Oper. Res. Soc..

[14]  Hong Yan,et al.  Bargaining game model in the evaluation of decision making units , 2009, Expert Syst. Appl..

[15]  A. Charnes,et al.  Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis , 1984 .