Theorem. A subset S of a vector space V is linearly independent if
and only if 0 cannot be expressed as a linear combination of elements of S
with non-zero coefficients.
Proof. 1. Suppose that
a subset S of a vector space V is linearly independent. We need to
prove that 0 cannot be expressed as a linear combination of elements of S
with non-zero coefficients.
By contradiction, suppose that
where s1,...,sn are elements of S and not allcoefficients
are equal to 0. Let xi
be a non-zero coefficient.
By subtracting xisi from both sides and dividing
the resulting equality by -xi we get:
where si is missing in the left hand sum. This equality implies that
si is a linear combination of other elements of S. We obtained a
contradiction
with our assumption that S is
linearly independent, which completes the proof.
2. Now we need to prove that if
0 cannot be expressed as a linear combination
of elements of S with non-zero coefficients then
S is linearly independent.
By contradiction, suppose that S is not linearly independent. Then there exists
an element s in S which is equal to a linear combination of other elements of
S:
By subtracting s from both sides, we get:
Thus we have a linear combination of distinct elements of S which
is equal to 0 and not all coefficients of this linear combination are equal to
zero (for example, the coefficient of s is -1).
The proof is complete.