The problem of supplier selection has been researched abundantly. Dickson (1966), one of the first works on supplier selection, identified over 20 supplier attributes, such as net price, quality, delivery, performance history, capacity and service. However, managers often need to make tradeoffs on these attributes. The simplest supplier selection method is the categorical method, which assigns good, satisfactory, neutral