The healthcare sector faces immense challenges in efficiently managing resources to provide quality care to patients. One of the key issues plaguing hospitals worldwide is inadequate capacity management, which often leads to overcrowding in emergency departments and long wait times. This not only affects patient outcomes but also strains hospital budgets. With rising healthcare costs and limited resources, there is a dire need for hospitals to optimize capacity management.