A new study focused on optimizing the transmission of a special type of truck with three shafts and four levels. The researchers developed a Collaborative Optimization framework using mathematical models and advanced software tools. By combining different analysis tools and optimization methods, they successfully improved the transmission design. The use of Multi-Island Genetic Algorithm and Sequential Quadratic Programming led to a satisfying optimization scheme. This approach can be valuable for enhancing the design of other complex systems.