- #1
georgeh
- 68
- 0
Suppose that A is a 3 x 3 matrix whose nullspace is a line through the origin in 3-space. Can the row or column space of A also be a line through the origin?
Well if we have a matrix whose nullspace is a line through the origin then we have..
[X;Y;Z] = [a;b;c] t
And we know that the dimensions of our nullspace is 1..
Also we know that nullspace(a)+rank(a) = n
where n is the columns.
so..
1+rank(a)=3
this implies the rank = 2.
Which has a dimension of two, which means it is a plane through the origin. If the dimension was one, then we would have a line through the origin.
Well if we have a matrix whose nullspace is a line through the origin then we have..
[X;Y;Z] = [a;b;c] t
And we know that the dimensions of our nullspace is 1..
Also we know that nullspace(a)+rank(a) = n
where n is the columns.
so..
1+rank(a)=3
this implies the rank = 2.
Which has a dimension of two, which means it is a plane through the origin. If the dimension was one, then we would have a line through the origin.