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"