ECE 130C Homework 4 Solutions: Dimensions, Independence, and Basis of Subspaces, Assignments of Statistics

Solutions to various problems related to the dimensions, independence, and basis of subspaces in linear algebra, as covered in ece 130c homework 4. It includes calculations for the dimension of a subspace based on given vectors, the relationship between the dimensions of row space, column space, and nullspace, and the determination of a basis for a subspace.

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Pre 2010

Uploaded on 08/31/2009

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ECE 130C Homework 4 Solution
May 3, 2007
2.3.14 The dimension of Sis (a) 0 when x= 0 (b) 1 when
x= (1,1,1,1) (c) 3 when x= (1,1,1,1) because all arrangements of
this xare perpendicular to (1,1,1,1) (d) 4 when the x’s are not equal and
don’t add to zero. No xgives dimS=2.
2.3.26 (a) True. (b) False because the basis vectors may not be in S.
2.3.34 If v1, v2, v3is a basis for V, and w1, w2, w3is a basis for W,
then these six vectors cannot be independent and some combination is zero:
Pcivi+Pdiwi= 0. This puts Pcivi=Pdiwiin both subspaces.
2.3.36 nr= 17 11 = 6 is nullspace dimension; 64 11 = 53 is
dimN(AT)
2.3.40 (a) y(x) = e2x(b) y=x(one basis vector in each case).
2.4.28
1 1
0 2
1 0
"1 0 1
1 2 0 #=
2 2 1
2 4 0
1 0 1
;r+ (nr) = n= 3 but
2 + 2 is 4.
2.4.32 Row space = yz plane; column space = xy plane; nullspace = x
axis; left nullspace = zaxis. For I+A: Row space = column space = R3,
nullspaces contain only zero vector.
2.4.34 (a) Elimination leads to 0 = b3b2b1so (1,1,1) is in the
left nullspace. (b) Elimination leads to b32b1 = 0 and b4+b24b1= 0,
1
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ECE 130C Homework 4 Solution

May 3, 2007

    1. 14 The dimension of S is (a) 0 when x = 0 (b) 1 when x = (1, 1 , 1 , 1) (c) 3 when x = (1, 1 , − 1 , −1) because all arrangements of this x are perpendicular to (1, 1 , 1 , 1) (d) 4 when the x’s are not equal and don’t add to zero. No x gives dimS=2.
    1. 26 (a) True. (b) False because the basis vectors may not be in S.
    1. 34 If v 1 , v 2 , v 3 is a basis for V, and w 1 , w 2 , w 3 is a basis for W, then these six vectors cannot be independent and some combination is zero: ∑ civi +

∑ diwi = 0. This puts

∑ civi = −

∑ diwi in both subspaces.

    1. 36 n − r = 17 − 11 = 6 is nullspace dimension; 64 − 11 = 53 is dimN (AT^ )
    1. 40 (a) y(x) = e^2 x^ (b) y = x (one basis vector in each case).

  

  

[ 1 0 1 1 2 0

]

  

  ;^ r^ + (n^ −^ r) =^ n^ = 3 but

2 + 2 is 4.

    1. 32 Row space = yz plane; column space = xy plane; nullspace = x axis; left nullspace = z axis. For I + A: Row space = column space = R^3 , nullspaces contain only zero vector.
    1. 34 (a) Elimination leads to 0 = b 3 − b 2 − b 1 so (− 1 , − 1 , 1) is in the left nullspace. (b) Elimination leads to b 3 − (^2) b1 = 0 and b 4 + b 2 − 4 b 1 = 0,

so (− 2 , 0 , 1 , 0) and (− 4 , 1 , 0 , 1) are in the left nullspace.

    1. 36 Row space basis (3, 0 , 3), (1, 1 , 2); column space basis (1, 4 , 2), (2, 5 , 7); rank is only 2.
    1. 38 AB = 0 leads to dimC(B) ≤ dimN (A). This is rB ≤ n − rA, so rA + rB ≤ n.