Let V be a vector space and let
b1,b2,…,bn be a system (multiset) of vectors from V
(multiset because the vectors bi are not required to be distinct).
Definition:
a) We will say that the system (1) has rank r∈N if there exist r linearly independent vectors from (1), and every other vector from (1) can be represented as a linear combination of these r vectors.
b) We will say that the system (1) has rank 0 if bi=0 (the zero vector) for every i=1,2,…,n.
The rank of the system of vectors (1) is denoted by r(b1,b2,…,bn).
Proposition 1: The rank of the system (1) is equal to the maximal number of linearly independent vectors in the system (1)
Proposition 2: r(b1,b2,…,bn)=dim span(b1,b2,…,bn)
Proposition 3: If r(b1,b2,…,bn)=r and b is a vector, then r(b1,b2,…,bn,b)=r or r(b1,b2,…,bn,b)=r+1
More specifically:
A) r(b1,b2,…,bn,b)=r(b1,b2,…,bn)
if and only if b is a linear combination of the vectors bi
B) r(b1,b2,…,bn,b)=r(b1,b2,…,bn)+1
if and only if b is not a linear combination of the vectors bi
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