I'm just learning about subspaces and am confused as how to apply the 3 rules to determine if a subset is a subspace or not.
I need help with 2 questions, after that i think i should be fine.
{(x,y,z): x + y + z>=0}
and
{(x,y,z):(21x + y + 14z=0, 2x + 4y + z = 0}
thanks
I need help with 2 questions, after that i think i should be fine.
{(x,y,z): x + y + z>=0}
and
{(x,y,z):(21x + y + 14z=0, 2x + 4y + z = 0}
thanks
-
1. It's easy to find a counter-example for this first one regarding scalar multiplication. Consider the following vector:
u = (1, 2, 3)
Certainly 1 + 2 + 3 ≥ 0
But consider a scalar,c, such that c = -1. Then:
cu = (-1)(1, 2, 3) = (-1, -2, -3)
Since cu is not an element of the subset (ie. -1 - 2 - 3 is clearly less than zero), the subset is not closed under scalar multiplication and it is not a subspace.
***********
2. It should be clear that this is closed under scalar multiplication. Assume that there exists a vector u = (x, y, z) that satisfies the above equations. Then, subbing in cu for some nonzero scalar c:
21(cx) + (cy) + 14(cz) = 0
c[21(x) + (y) + 14(z) = 0]
21(x) + (y) + 14(z) = 0
And similarly for the second equation. Thus the set is closed under scalar multiplication. Now, for scalar addition, assume that there exists two vectors u = (x, y, z) and v = (a, b, c) that satisfy the above equations. We want to see if u + v also satisfies the above equations, so sub that in:
21(x + a) + (y + b) + 14(z + c) = 0
21x + 21a + y + b + 14z + 14c = 0
(21x + y + 14z) + (21a + b + 14c) = 0
But since u and v satisfy these equations:
0 + 0 = 0
0 = 0
Thus the subset is closed under vector addition and it is a subspace.
Done!
u = (1, 2, 3)
Certainly 1 + 2 + 3 ≥ 0
But consider a scalar,c, such that c = -1. Then:
cu = (-1)(1, 2, 3) = (-1, -2, -3)
Since cu is not an element of the subset (ie. -1 - 2 - 3 is clearly less than zero), the subset is not closed under scalar multiplication and it is not a subspace.
***********
2. It should be clear that this is closed under scalar multiplication. Assume that there exists a vector u = (x, y, z) that satisfies the above equations. Then, subbing in cu for some nonzero scalar c:
21(cx) + (cy) + 14(cz) = 0
c[21(x) + (y) + 14(z) = 0]
21(x) + (y) + 14(z) = 0
And similarly for the second equation. Thus the set is closed under scalar multiplication. Now, for scalar addition, assume that there exists two vectors u = (x, y, z) and v = (a, b, c) that satisfy the above equations. We want to see if u + v also satisfies the above equations, so sub that in:
21(x + a) + (y + b) + 14(z + c) = 0
21x + 21a + y + b + 14z + 14c = 0
(21x + y + 14z) + (21a + b + 14c) = 0
But since u and v satisfy these equations:
0 + 0 = 0
0 = 0
Thus the subset is closed under vector addition and it is a subspace.
Done!