Difficult. Solving nonlinear partial differential equations is much more difficult than solving linear partial differential equations. Most nonlinear partial differential equations can only be solved by numerical methods, which is very difficult and complicated. Nonlinear partial differential equation (NPDE) is also called nonlinear mathematical and physical equation and nonlinear evolution equation.