trial and error

Experimenting until a solution is found.

Relating to solving problems by experience rather than theory.

“they adopted a trial-and-error procedure”

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”