MATH 120 Homework: Linear Transformations and Eigenvalues - Prof. Janet Cowden Vassilev, Assignments of Optimization Techniques in Engineering

A math homework assignment for math 120 class, consisting of 10 problems on linear transformations, eigenvalues, and related topics. Students are required to find transformation matrices, represent linear transformations with respect to different bases, find eigenvalues and eigenvectors, diagonalize matrices, find orthogonal complements, and determine the definiteness of matrices.

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Pre 2010

Uploaded on 03/28/2010

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Homework 1
MATH 120
Prof. Janet Vassilev
October 3, 2007
1. Find the transformation matrix Tfrom the basis B={(1,0,0)T,(1,1,0)T,(1,1,1)T}
to the standard basis.
2. Give the matrix representing the linear transformation
L(x, y, z) = (2x3y , x + 4z, 2y5z)
with respect to the standard basis.
3. Give the matrix representing the linear transformation
L(x, y, z) = (2x3y , x + 4z, 2y5z)
with respect to the basis (1,0,0)T,(1,1,0)T,(1,1,1)T.
4. Find the eigenvalues and their associated eigenvectors of the matrix
1 2 1
1 0 1
44 5
.
5. Find an orthogonal matrix which diagonalizes µ1 2
2 1.
6. Find the orthogonal complement of the subspace W=span{(1,2,0,1)T,(1,0,3,2)T}.
7. Find a symmetric matrix which represents the quadratic form
f(x, y, z) = x2+ 4xy xz + 6yz 3z2.
8. Determine if the matrix
1 2 1
2 5 3
1 3 5
is positive definite, negative definite or nei-
ther.
9. Problem 3.5 on page 35.
10. Problem 3.13 on page 36.
1

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Homework 1

MATH 120

Prof. Janet Vassilev

October 3, 2007

  1. Find the transformation matrix T from the basis B = {(1, 0 , 0)T^ , (1, 1 , 0)T^ , (1, 1 , 1)T^ } to the standard basis.
  2. Give the matrix representing the linear transformation L(x, y, z) = (2x − 3 y, x + 4z, 2 y − 5 z) with respect to the standard basis.
  3. Give the matrix representing the linear transformation L(x, y, z) = (2x − 3 y, x + 4z, 2 y − 5 z) with respect to the basis (1, 0 , 0)T^ , (1, 1 , 0)T^ , (1, 1 , 1)T^.
  4. Find the eigenvalues and their associated eigenvectors of the matrix
  1. Find an orthogonal matrix which diagonalizes
  1. Find the orthogonal complement of the subspace W = span{(1, 2 , 0 , 1)T^ , (1, 0 , 3 , 2)T^ }.
  2. Find a symmetric matrix which represents the quadratic form f (x, y, z) = x^2 + 4xy − xz + 6yz − 3 z^2.
  3. Determine if the matrix

 (^) is positive definite, negative definite or nei- ther.

  1. Problem 3.5 on page 35.
  2. Problem 3.13 on page 36.