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This paper aims to provide a model of supply chain management covering the principles of fuzzy logic for assessing performance of suppliers based on several pre-determined benchmarking metrics. Most important of all, it paves the way to extend this approach to tackle the issue of trans-shipment optimization where the stochastic nature of customer demand and supplier lead-time is taken into account. Index Terms-Fuzzy logic, logistic management, trans-shipment cost.doi:10.7763/joebm.2015.v3.248 fatcat:nhej7qc2bzgmrkjo34kupkma3i