- Express in the form . The fixed-point
iteration scheme is

- Fixed-point iteration generates a first order scheme with

- Fixed-point iteration with converge to a root at if

and will not converge if

These conditions are local conditions in the sense that they apply if the intial estimate is sufficiently close to the root.