Midterm 2 Exam in Linear Algebra by Dr. A. Betten, Spring 2008 - Prof. Anton Betten, Exams of Linear Algebra

The solutions to midterm 2 of a linear algebra course taught by dr. A. Betten in spring 2008. The exam includes problems on computing a basis for the nullspace, eigenvalues and eigenvectors, determinants, vector dependencies, and solving systems of linear equations. It also covers expressing vectors in terms of a basis and the rank of a linear map.

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Pre 2010

Uploaded on 11/08/2009

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Dr. A. Betten Spring 2008
MATH 369 Linear Algebra
Midterm # 2
Problem # 1
Consider the linear map L:R3R1, L(x, y, z) = x+y+z . Compute a basis for the nullspace.
Problem # 2
Let Abe a nonsingular matrix with eigenvalue λ.Show that λ1is an eigenvalue of A1.
Problem # 3
Compute the eigenvalues and eigenvectors of the following matrix:
!51
3 1 "
Problem # 4
Compute the determinant of the following matrix:
y+z x +z x +y
x y z
1 1 1
Problem # 5
Are the following vectors dependent of independent?
a)
2
1
1
,
3
2
3
,
1
2
2
,
3)
1
1
3
,
5
8
7
,
7
13
5
.
Problem # 6
Compute a basis for the solution space of the following system
2x1+3x2+x3+x5= 0
3x1+x2+x4+2x5= 0
Problem # 7
Express the vector "vin terms of the basis "
b1,"
b2,"
b3of R3.
"v=
27
1
2
,"
b1=
2
1
3
,"
b2=
1
3
1
,"
b3=
4
2
1
,
pf2

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Dr. A. Betten Spring 2008

MATH 369 Linear Algebra

Midterm # 2

Problem # 1 Consider the linear map L : R 3 → R 1 , L(x, y, z) = x + y + z. Compute a basis for the nullspace.

Problem # 2 Let A be a nonsingular matrix with eigenvalue λ. Show that λ −^1 is an eigenvalue of A−^1.

Problem # 3 Compute the eigenvalues and eigenvectors of the following matrix: ( (^5) − 1 3 1

Problem # 4 Compute the determinant of the following matrix:  

y + z x + z x + y x y z 1 1 1

Problem # 5 Are the following vectors dependent of independent? a) (^) 

Problem # 6 Compute a basis for the solution space of the following system

2 x 1 +3x 2 +x 3 +x 5 = 0 − 3 x 1 +x 2 +x 4 +2x 5 = 0

Problem # 7 Express the vector "v in terms of the basis "b 1 ,"b 2 ,"b 3 of R 3.

"v =

 (^) ,"b 1 =

 (^) ,"b 2 =

 (^) ,"b 3 =

Problem # 8 What is the rank of the following linear map:

L : R 4 → R 3 , L(x, y, z, w) = (2x + 3y, 3 y + 4z, 4 z + 5w)

Determine the nullity (a.k.a. dimension of the kernel).

Problem # 9 Let B = ("b 1 ,... ,"b (^) n ) be an ordered basis for R n^. Consider the map Φ : R n^ #→ R n^ Φ("x) = ["x]B the coordinate vector of "x w.r.t the basis B. Show that Φ is a linear map.

Problem # 10 Consider the linear maps L(x, y, z) = (x + 2y, y + 2z, z + 2x) and M (a, b, c) = (a + c, b + a, b + c). a) Compute the matrix of L b) Compute the matrix of M c) Describe the effect of the map M ◦ L (i.e. M (L(x, y, z))) d) Compute the matrix of M ◦ L. e) How are the matrices in a), b) and d) related?