research attempting to explore risk analysis issues in supply chain management problems, while the majority of recent papers … mean-risk (MR) formulation became a fundamental theory for risk management in finance. Despite the significance and … popularity of MR-related approaches in finance, their applications in studying multi-echelon supply chain management problems …