In the application of Artificial Intelligence to determine the best route as a means to alleviate traffic congestion in the city of Palembang, the author uses the Glowworm Swarm Optimization (GSO) algorithm. Then, to determine road density conditions based on reference tables from CCTV video recordings, the author uses the One Dimensional Convolutional Neural Network (1DCNN) algorithm. The purp…