The Decision Support System for Supplier Recommendation and Optimization is a system developed by implementing BWM-Marcos and Linear Programming, which facilitates users in making decisions regarding the selection of suppliers based on chosen criteria and alternatives. It also utilizes optimization to calculate the maximization of profits using previous sales data.