As coastal economies transition from scale expansion to high-quality development, marine growth depends on coordinated industrial upgrading, innovation, port capacity, openness, and ecological protection. Existing research often treats these factors separately, overlooking delayed feedback, nonlinear constraints, and resilience to external shocks. This study models the marine economy as a complex adaptive system to examine how...