A method and system for generating and solving production model algorithms for the optimum management of production rates, equipment utilization, raw material, utilities, inventories and production schedule so as to increase total output and/or decrease total cost per unit of production for a continuous or semi-continuous manufacturing facility. The application updates dynamically so that users are provided real-time optimized production decisions on the basis of current information.