trial-and-error
       adj 1: trying out various means or theories until error is
              satisfactorily reduced or eliminated; "he argued that
              all learning is a trial-and-error process that
              resembles biological evolution"
       2: relating to solving problems by experience rather than
          theory; "they adopted a trial-and-error procedure"