Abstract The Muskingum routing model is favored by water engineers owing to its simplicity and accuracy. A large amount of research done improve the accuracy model. One way do so consider variable hydrological parameters during flood period. In this study, random selection (RS) method was proposed divide period nonlinear into three sub-periods. based on RS members in each sub-region. It applied...