Step length and trust region algorithms have in common that the next
iteration point is selected according to a scalar value; in step length
algorithms this scalar is the step length ,
in trust region
methods this scalar is the size of the trust region.
The major difference is how the second order information has
influences on the search direction. Step length algorithms leave the
Hessian unchanged while trust region methods use a so called
``modified'' Hessian.