Title: Supplier evaluation using hybrid multiple criteria decision making approach
Authors: Sarojini Jajimoggala, Vaddi Venkata Sundara Kesava Rao, Satyanarayana Beela
Addresses: GIT, GITAM University, Visakhapatnam-530045, A.P., India. ' Andhra University, Visakhapatnam-530003, India. ' Andhra University, Visakhapatnam-530003, India
Abstract: In the face of acute global competition, supplier management is rapidly emerging as a crucial issue to any companies striving for business success and sustainable development. To optimise competitive advantages, a company should incorporate |suppliers| as an essential part of its core competencies. Supplier evaluation, the first step in supplier management, is a complex multiple criteria decision making (MCDM) problem, and its complexity is further aggravated if the highly important interdependence among the selection criteria is taken into consideration. The objective of this paper is to suggest a comprehensive decision method for identifying top suppliers by considering the effects of interdependence among the selection criteria. Proposed in this study is a hybrid model, which incorporates the technique of analytic network process (ANP) in which criteria weights are determined using fuzzy extent analysis, Technique for order performance by similarity to ideal solution (TOPSIS) under fuzzy environment is adopted to rank competing suppliers in terms of their overall performances. An example is solved to illustrate the effectiveness and feasibility of the suggested model.
Keywords: multicriteria decision making; MCDM; fuzzy sets; fuzzy ANP; analytic network process; fuzzy TOPSIS; technique for order performance by similarity to ideal solution; FTOPSIS; supplier evaluation; supply chain management; SCM; fuzzy logic.
International Journal of Applied Decision Sciences, 2011 Vol.4 No.3, pp.260 - 279
Published online: 29 Sep 2014 *Full-text access for editors Access for subscribers Purchase this article Comment on this article