With large companies like Uber and Lyft that rely on taxi dispatch optimization, it is very important to find the optimal way to dispatch drivers to passengers while maximizing efficiency and revenue. This research project will entail conducting analysis to write a simple and cost-effective computer algorithms to put into a simulation by measuring which ones make the most revenue.