A choice of basis for a vector space is a choice of the standard by which vectors are measured. Once chosen, this standard remains fixed. However, a question remains: Which basis does one pick? And, is the choice arbitrary or is there a principle that guides this choice?
It turns out that the latter is the case. This is illustrated by the following example involving two different bases for the space of square integrable functions.