In this paper, we initially conducted a brief review of supplier selection methods to
find most cited multi-criteria decision making method, present trend of supplier selection and
most cited criteria for supplier selection. Our study reveals that irrespective of several limitations
of analytic hierarchy process (AHP), AHP and its integrated model is most preferred supplier
selection method. Present research trend of supplier selection gives more emphasises on multiple
sourcing instead of single sourcing. Based on our initial study, a suitable integrated model is
proposed. In this integrated model, fuzzy analytic hierarchy process (FAHP) and VIKOR
(VlseKriterijumska Optimizacija I Kompromisno Resenje; in Serbian) is used to select suppliers
from a predefined supplier base. Multi-objective genetic algorithm (MOGA) is used further to
allocate order among suppliers. Finally, a case study is discussed to use proposed method