# Modified Newton method

### From Glossary

The Newton method is designed to find the root of a function, say , by the algorithm map This need not converge, so a modification is to use line search, resulting in the algorithm map:

where
More generally, we could have another step size rule; as long as
it is chosen to converge, the modified algorithm is sometimes
called the *damped Newton method*.