Matrices - Linear Algebra and Multivariable Calculus - Second Midterm Exam, Exams of Calculus

This is the Second Midterm Exam of Linear Algebra and Multivariable Calculus which includes Two Vectors, Transformation, Region Inside, Projection, Linear Map etc. Key important points are: Matrices, Inverse, Solution, Matrices, Eigenvalues, Matrix, Number, Associated Eigenvalue, Eigenvector, Nullspace

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2012/2013

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MATH 51 MIDTERM 2
February 26, 2004
1. Find the inverse of the matrix
A=
11 1
1 1 1
1 1 1
.
2. Suppose Aand Bare 3x3 matrices, and that det(A) = 5 and det(B) = 2.
(a) Find det(AB).
(b) Find det(A1).
(c) Find det(2A).
3. Let
A=·01
2 3 ¸.
(a) Find the eigenvalues of A.
(b) Find the eigenvalues of A10.
(c) The matrix
A=
2 1 1
1 3 2
12 3
has the number 3 as one of its eigenvalues. Find an eigenvector vthat has 3 as its
associated eigenvalue.
4. Let T:R2R2be the linear transformation defined by:
T·x
y¸=·x+y
2x+ 4y¸.
(a). Find the matrix Athat represents the linear transformation Twith respect
to the standard basis S={e1,e2}.
(b). Consider the basis B={v1,v2}given by:
v1=·1
2¸,v2=·3
7¸.
Find the change of basis matrix Cfor the basis B. That is, find the matrix Csuch
that v=C[v]Bfor all vectors v.
(c). Find the matrix Bthat represents the linear transformation Twith respect
to the basis B.
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MATH 51 MIDTERM 2

February 26, 2004

  1. Find the inverse of the matrix

A =

  1. Suppose A and B are 3x3 matrices, and that det(A) = 5 and det(B) = −2.

(a) Find det(AB).

(b) Find det(A−^1 ).

(c) Find det(2A).

  1. Let

A =

[

]

(a) Find the eigenvalues of A.

(b) Find the eigenvalues of A^10.

(c) The matrix

A =

has the number 3 as one of its eigenvalues. Find an eigenvector v that has 3 as its associated eigenvalue.

  1. Let T : R^2 → R^2 be the linear transformation defined by:

T

[

x y

]

[

x + y − 2 x + 4y

]

(a). Find the matrix A that represents the linear transformation T with respect to the standard basis S = {e 1 , e 2 }.

(b). Consider the basis B = {v 1 , v 2 } given by:

v 1 =

[

]

, v 2 =

[

]

Find the change of basis matrix C for the basis B. That is, find the matrix C such that v = C[v]B for all vectors v.

(c). Find the matrix B that represents the linear transformation T with respect to the basis B. 1

  1. Find each of the following limits, or else explain clearly why the limit does not exist.

(a). lim(x,y)→(2,3)

exy^ sin y 2 x + y

(b). lim(x,y)→(0,0)

xy x^2 + y^2

(c). lim(x,y)→(0,0)

xy sin x x^2 + 2y^2

6(a). Find a matrix A such that

A

[

]

, A

[

]

, A

[

]

(b). Let T : R^2 → R^2 be reflection across the line y = 3x. Find the matrix for T (with respect to the standard basis of R^2 .)

  1. A particle moves through space with velocity given by v(t) = (sin t, 2 t, 1). At time t = 0, the particle’s position is (2, 3 , 4).

(a) Find the particle’s speed at time t.

(b) Find the particle’s acceleration vector at time t.

(c) Find the particle’s position x(t) at time t.

  1. Calculate the following partial derivatives:

(a)

∂x

(xy^2 z + y^2 sin x + yz^5 )

(b)

∂y

sin(xyz + x^2 )

(c)

∂f ∂x

(2, 3) where f (x, y) = x^2 + xy + y^2.

(d)

∂^3 u ∂x∂y∂z

where u(x, y, z) = xy^2 z^3.

9(a). Find the determinant of the matrix

A =

c 0 3

(Your answer should be an expression involving c.)

9(b). Let U be the ball of radius 1 centered at the origin. For which values of c will U and A(U ) have the same volume?

  1. Suppose a particle moves with constant speed 5. Prove that at each time t, the particle’s velocity and acceleration vectors are perpendicular to each other.

2