In order to simulate or control the coupled heave–pitch motion of ships in waves as realistically possible, an appropriate mathematical model must be established advance. this paper, a nonparametric identification method, based on combination random decrement technique (RDT) and support vector regression (SVR), was proposed by only using measured responses at sea. First, describe irregular wave...