Cost control is essential for survival in the airline industry. Therefore, upper management of United Airline initiated an operations research study to improve the utilization of personnel at the airline's reservations offices and airports by matching work schedules to customer needs more closely. The number of employees needed at each location to provide the required level of service varies greatly during the 24-hour day and might fluctuate considerably from one half-hour to the next.