And is it fair that someone who has other means of transportation gets a cheap ride, while the elderly person who needs a cab urgently is forced to wait for his chance because there aren't enough cars on the street?
That would present you with a great business opportunity: transporting people at specific prescheduled times, since current options are failing. Hopefully you won't have regulations preventing you from doing so.