Vectors - Applied Linear Algebra - Exam Key, Exams of Linear Algebra

This is the Exam Key of Applied Linear Algebra which includes Homogeneous Coordinates, Linear Equations, Precise Description, Linearly Independent etc. Key important points are: Vectors, Linearly Independent, Transformation, Nonzero Vectors, Linearly Independent, Linear Transformation, Columns, Never One to One, Chemical Equation, Balance

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2012/2013

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Math 232, Fall 2007
Midterm 1
Oct. 5, 2007
Last Name:
First Name:
SFU ID:
1. DO NOT LIFT UP THE COVER PAGE UNTIL INSTRUCTED.
2. No calculators are allowed.
3. This test is comprised of 6 pages (including cover page)
4. Once the test begins, please check that all pages are intact.
5. Do ALL questions.
6. Clearly explain your answer. No credit will be given for just writing down the
answer.
7. If the answer space provided is not sufficient, write your answer on the back
of the previous page. Clearly mark the question number.
8. Good luck.
Question Points Score
1 7
2 10
3 10
4 11
5 12
Total: 50
pf3
pf4
pf5

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Math 232, Fall 2007

Midterm 1

Oct. 5, 2007

Last Name:

First Name:

SFU ID:

1. DO NOT LIFT UP THE COVER PAGE UNTIL INSTRUCTED.

2. No calculators are allowed.

3. This test is comprised of 6 pages (including cover page)

4. Once the test begins, please check that all pages are intact.

5. Do ALL questions.

6. Clearly explain your answer. No credit will be given for just writing down the

answer.

7. If the answer space provided is not sufficient, write your answer on the back

of the previous page. Clearly mark the question number.

8. Good luck.

Question Points Score

Total: 50

  1. (7 points) Show that the vectors  

are linearly independent. Show all work. SOLUTION: We form the augmented matrix and row reduce.  

Since there is a pivot in every column of the coefficient matrix, we see that the vectors are linearly independent.

  1. (10 points) Balance the chemical equation

B 2 S 3 + H 2 O −→ H 3 BO 3 + H 2 S using the vector equation approach. Show all work. SOLUTION: We create a vector from the components Boron (B), Hydrogen (H), Sulfur (S), and Oxygen (O). We need to find positive integers x 1 , x 2 , x 3 , x 4 that give a solution to the vector equation:

x 1

 +^ x^2

 =^ x^3

 +^ x^4

Taking the vectors on the right hand side over to the left, we get the homogeneous vector equation:

x 1

 +^ x^2

 +^ x^3

 +^ x^4

We now form the augmented matrix and row reduce. We form the augmented matrix and row reduce. Just as in class, we see that the answer is: B 2 S 3 + 6H 2 O −→ 2H 3 BO 3 + 3H 2 S

  1. Let T : R^3 → R^4 be the linear transformation given by

T

x 1 x 2 x 3

x 1 + 2x 2 − x 3 3 x 2 + x 1 + 2x 3 x 3 + x 1 x 2 + x 3

(a) (3 points) Find the matrix of T. Show all work. (b) (4 points) Is T one-to-one? Justify your answer. (c) (4 points) is T onto? Justify your answer. Solution: To find the matrix of T , we compute T (~e 1 ), T (~e 2 ), and T (~e 3 ) and find that the matrix of T is

A =

To check if T is one-to-one and onto, we row reduce A.   

Notice that this matrix is in echelon form; it has a pivot in every column and therefore T is one-to-one; there is not a pivot in the 4th row, and so T is not onto.