It's not only a heuristic though. If you have a scientific theory modeling 10 parameters, but a theory modeling the exact same phenomena can be formed using onl

It's not only a heuristic though. If you have a scientific theory modeling 10 parameters, but a theory modeling the exact same phenomena can be formed using only 7 parameters, the 7 parameter theory is preferable for a number of very rational and non-aesthetic reasons.