usage: 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. trial-and-error, heuristic (vs. algorithmic)
usage: relating to solving problems by experience rather than theory; "they adopted a trial-and-error procedure"