TRUE or FALSE If true show if false give a counter example o
TRUE or FALSE. If true show; if false, give a counter example or explain.
f) The dimension of solution space of Ax=0 is 1, where A=
1 2 3
0 1 4
0 0 1
g) The dimension of solution space of (A^T)x=0 if a 4x6 matrix A with real entries is a subspace of R6.
h) If {u, v, w} is a linearly independent set of vectors in a vector space V then the set of vectors {u,u+v,u+v+w} is also linearly independent.
Solution
f)
False.
Clearly the rows of A are linearly indepdenet. HEnce rank of A=3
For A rank nullity theorem gives
rank(A)+nullity(A)=3
rank(A)=3 ,hence nullity(A)=0
ie dim ker(A)=0
Hence, ker(A)={0}
ie dimensino of solution space of Ax=0 =0
g)
A^T is of size 6x4 because A is of size:4x6
Hence,x is of size:4x1 and columns of A are of size: 6x1 ie solution space is a subpsace of R6
h)
Let, a,b,c so that
au+b(u+v)+c(u+v+w)=0
(a+b+c)u+(b+c)v+cw=0
u,v,w are linearly independent
HEnce, a+b+c=0,b+c=0,c=0
giving, a=b=c=0
Hence,
{u,u+v,u+v+w} is also linearly indepdent
