Abstract: First, a review is made of the research progress in the field of nonlinear equations numerical methods and a brief introduction of its development trend is given. Then our attention is focused on the elaboration of iterative method, large-scale convergence methods, artificial intelligence algorithms which are of great practical use. Finally, analysis is made of the current research situation and level and in combination with the research achievements home and abroad the problems unresolved are summed up.