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Traffic Jam has been a daily problem for people in Jakarta which is one ofthe busiest city in Indonesia up until now. Even though the official governmenthas tried to reduce the impact of traffic issues by developing a new publictransportation which takes up a lot of resources and time, it failed todiminish the problem. The actual concern to this problem actually lies in howpeople move between places in Jakarta where they always using their own vehiclelike cars, and motorcycles that fill most of the street in Jakarta. Among muchother public transportations that roams the street of Jakarta, Buses isbelieved to be an efficient transportation that can move many people at once.However, the location of the bus stop is now have moved to the middle of themain road, and it is too far for the nearby residence to access to it. Thispaper proposes an optimal location of optimal bus stops in West Jakarta that isexperimentally proven to have a maximal distance of 350 m. The optimal locationis estimated by means of mean shift clustering method while the optimal routesare calculated using Ant Colony algorithm. The bus stops locations rate oferror is 0.07% with overall route area of 32 km. Based on our experiments, webelieve our proposed bus stop plan can be an interesting alternative to reducetraffic congestion in West Jakarta.

Bus Stops Location and Bus Route Planning Using Mean Shift Clustering and Ant Colony in West Jakarta