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MATH 2270 Midterm 3 Practice Problems Solutions and Additional Exercises, Exams of Algebra

Practice problems and additional exercises for students preparing for midterm 3 of math 2270. Topics covered include matrix operations, eigenvalues and eigenvectors, orthogonality, and linear transformations.

Typology: Exams

Pre 2010

Uploaded on 07/23/2009

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MATH 2270 PRACTICE PROBLEMS FOR MIDTERM 3
1. Practice Exam
1) Show that P2is isomorphic to F3.
2) Suppose a 5 ×7 matrix, A, has three pivot columns. What is the
dimension of the null space of A? Is F3the column space of A? Justify
your answers.
3) Let A=1 3
11. Find the eigenvalues of Aand a non-zero
vector from each eigenspace.
4) Find a diagonal matrix that is similar to
11 0
31 0
005
.
5) Suppose Ais a square matrix with real entries. Show that if λis
an eigenvalue of A, then so is ¯
λ.
6) Consider the equation ˙
x=Axwhere xis a vector valued function
of tin R2and A=4 1
3 2 . It can be show that the general solution
to the equation is given by x(t) = cev+deuwhere λand µare the
eigenvalues of Awith corresponding eigenvectors vand urespectively,
and cand dare arbitrary constants. Find the general solution of the
equation.
7) Compute the distance between
1
3
2
5
and
2
2
1
7
.
8) Let u=
1
3
2
,v=
5
1
4
. Let y=
1
3
5
. Show that uand
vare orthogonal. Write yas the sum of a vector in Span{u,v}=W
and a vector in W.
1
pf2

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MATH 2270 PRACTICE PROBLEMS FOR MIDTERM 3

  1. Practice Exam
  1. Show that P 2 is isomorphic to F^3.

  2. Suppose a 5 × 7 matrix, A, has three pivot columns. What is the dimension of the null space of A? Is F^3 the column space of A? Justify your answers.

  3. Let A =

[

]

. Find the eigenvalues of A and a non-zero

vector from each eigenspace.

  1. Find a diagonal matrix that is similar to
  1. Suppose A is a square matrix with real entries. Show that if λ is an eigenvalue of A, then so is ¯λ.

  2. Consider the equation ˙x = Ax where x is a vector valued function

of t in R^2 and A =

[

]

. It can be show that the general solution

to the equation is given by x(t) = cetλv + detμu where λ and μ are the eigenvalues of A with corresponding eigenvectors v and u respectively, and c and d are arbitrary constants. Find the general solution of the equation.

  1. Compute the distance between

 and

  1. Let u =

, v =

. Let y =

. Show that u and

v are orthogonal. Write y as the sum of a vector in Span{u, v} = W and a vector in W ⊥. 1

2 MATH 2270 PRACTICE PROBLEMS FOR MIDTERM 3

  1. Additional Problems
  1. Give an example of an infinite-dimensional vector space and prove your claim.

  2. In P 2 , find the change-of-coordinates matrix from the basis B = { 1 − 2 t + t^2 , 3 − 5 t + 4t^2 , 2 t + 3t^2 } to the standard basis. Write t as a linear combination of the polynomials in B.

  3. Prove or disprove the following statement: If two square matrices are row equivalent, they are also similar.

  4. Let T : P 3 → P 4 be given by T (p) = (t − 1)p for every p = p(t) ∈ P 3. Show that T is a linear transformation, and find its matrix relative to the standard bases.

  5. State the Pythagorean Theorem.

  6. Define what it means for a set to be orthonormal, and give an orthonormal basis for R^2 that does not contain either the standard basis vectors, or their negatives.

  7. Let U be a real m × n matrix with orthonormal columns. Let x ∈ Rn. Show that ||U x|| = ||x||.

  8. Give an example of a 3 × 3 matrix that is not diagonalizable and prove your claim.