Reducing city car gridlock is a significant problem for numerous cities globally. Strategies include optimizing mass systems, such as developing bus networks and encouraging pedaling and walking facilities. Moreover, applying smart flow control, like real-time controls and toll roads, can effectively alleviate slowdowns and enhance general movement