Assuming a constant hourly operation cost c (HKD per taxi-hour) for both vacant and occupied taxis and defining the social welfare as the sum of the consumer surplus and the producer surplus (profit of taxi firms) minus the additional congestion delay cost of normal traffic, then the social welfare maximization problem is given below: