Type of linesearch.
Maximum number of inner iterations.
Relative tolerance.
Maximum size of relative step.
Configure cost function to minimize
Specify outer-loop stopping criteria.
Specify inner-loop / linesearch criteria.
Additional optional stopping criteria.
Configuration of Dud algorithm.