Abstract: To select the best suppliers in the presence of both cardinal and ordinal data and considering weight restrictions, this paper proposes a method, which is based on Assurance RegionImprecise Data Envelopment Analysis (AR-IDEA). A numerical example demonstrates the application of the proposed method