In acute respiratory conditions, such as those caused by severe cases of COVID-19, ventilators become a critical resource. The availability of ventilators can significantly impact patient outcomes, including survival rates and the quality of recovery. Efficient and equitable allocation is essential to maximize the benefits across the population and to ensure that the most severely affected patients receive the care they need.