A new linguistic MCDM method based on multiple-criterion data fusion

► We proposed a method to deal with MCDM problem under the framework of Demspter-Shafer evidence theory. ► A new fuzzy evidential MCDM method under uncertain environments is proposed. ► The linguistic variables can be transformed into basic probability assignments. ► Data from different criteria can be combined based on the Demspter rule.