The transportation of tunnel boring machines (TBMs) presents a unique set of challenges. These mammoth machines, vital for infrastructure projects, often traverse through congested cities, necessitating meticulous planning to minimize disruptions to local life. As cities evolve into intricate webs of infrastructure, including cables, pipelines, metros, roads, and railways, finding the optimal route becomes paramount.