Least-squares method is used to fit the nuclear logging data to avoid the factors of human disturbance during the proceeding of computing. By using the method, the integration intervals are searched and the parameters are selected automatically, which improves the accuracy and reliability. Also the method is extended to curve prolongation. Combined with the interpolation technology this method implements the points supplement on single curve after bi-peak stripping.