Assess learners' ability to formulate and solve linear programming models to optimize resource allocation in small-business contexts. Scope includes defining decision variables; constructing objective functions and linear constraints for production, staffing, inventory, and budget limits; solving with simplex or solver software; interpreting optimal solutions and shadow prices; and performing basic sensitivity/trade-off analysis to support managerial decisions.