A basis to a space is a chosen
set of vectors so that any vector
in the space can be
uniquely expressed in terms of the basis vectors:
Example: are a basis to coordinate space:
Basis vectors are required to be independent, which means you
need all of them to express any arbitrary vector in the space. If
some basis vector can be expressed in terms of the others, you do not
need that vector and should throw it out. For example if would
be
, then you would not need it. But there is no way to
get
from a linear combination of
and
To check independence of ,verify that