Implementing efficient metro route optimization strategies is crucial for urban transportation systems. By evaluating passenger demand patterns and traffic conditions, metropolitan areas can design routes that minimize travel times and maximize passenger satisfaction. This involves utilizing advanced technologies such as real-time data analysis to