Which set could you use Prove that if S vvector1 vvector2 e
Solution
50. Let us assume that vn belongs to span {v1,v2,…,vn-1}. Then vn can be expressed as a linear combination of v1,v2,…,vn-1. Let v = a1 v1+a2v2+…+an-1 vn-1, where a1,a2,…,an-1 are scalars, not all zero. Then, v - a1 v1 -a2v2 -…-an-1 vn-1 = 0. This means that the vectors v1,v2,…,vn-1,vn are linearly dependent. This is a contradiction as S = {v1,v2,…,vn-1,vn} is a linearly independent set. Hence vn cannot belong to span {v1,v2,…,vn-1}.
51. If every wj can be expressed as a linear combination of v1,v2,…,vn, then by the definition of a spanning set, every wj span{ v1,v2,…,vn }. Now, let w = a1w2 + a2w2+…+amwmbe an arbitrary vector in span{ w1,w2,…,wm}, where a1,a2,…,am are scalars, not all zero. Since each wj , 1 j m, is a linear combination of v1,v2,…,vn, hence w = a1w2 + a2w2+…+amwm is also a linear combination of v1,v2,…,vn. Since w is an arbitrary vector in span{ w1,w2,…,wm}, this implies that every member of span { w1,w2,…,wm} is a member of span{ v1,v2,…,vn }.
