Evaluating suppliers via a multiple levels multiple criteria decision making method under fuzzy environment

► A multiple levels MCDM model under fuzzy environment is suggested. ► Weights and ratings are assessed in linguistic values represented by fuzzy numbers. ► We use center of area to rank fuzzy numbers. ► The suggested model is applied to select suppliers. ► A numerical example demonstrates feasibility of suggested model.