“…Addressing this challenge requires a comprehensive approach that combines innovative technologies, urban planning strategies, and sustainable transportation solutions [4,5]. By acknowledging the importance of efficient parking systems in our modern cities, we can pave the way for smoother traffic flow, reduced environmental impact, and enhanced quality of life for urban dwellers [4,12]. This research will specifically focus on the quantity and locations of parking spaces, as the scarcity of available parking spots leads to traffic complications, notably vehicles parking on main roads, consequently causing congestion.…”