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Learning Intention and Success
Criteria
๏‚— Learning Intention: Students will understand how to
use matrix multiplication to manipulate matrices
๏‚— Success Criteria: You will be able sum the rows or
columns of a matrix, and multiply individual rows or
columns using matrix multiplication
Summation Matrices
๏‚— Often, it can be useful to add up the elements in each
row or column of a matrix.
๏‚— For example, if a matrix shows the number of items
sold each day at a variety of different stores, you may
want to create a matrix that shows the number of
total number of items sold at each store in a week.
๏‚— The secret lies in a list of 1โ€™s
Adding rows
๏‚— Adding up rows:
๏‚— To add up the rows of a matrix ๐ด, we multiply ๐ด by ๐ถ, a
column matrix of 1โ€™s (๐ด ร— ๐ถ)
๏‚— Adding up columns:
๏‚— To add up the columns of a matrix ๐ต, we multiply ๐‘…, a
row matrix of 1โ€™s, by ๐ต (๐‘… ร— ๐ต)
Example
๏‚— Example: The matrix below represents the number of
TVs sold at three different electronic stores over a week
form Monday to Friday
๐‘† =
2 0 1 2 5
3 1 1 4 4
1 0 0 1 3
๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ด
๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ต
๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ถ
๏‚— How many TVs were sold at Store A on Wednesday?
๏‚— ๐‘ 1,3 = 1 TV
Example Continued
๐‘† =
2 0 1 2 5
3 1 1 4 4
1 0 0 1 3
๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ด
๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ต
๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ถ
๏‚— Write a matrix expression that will determine the number of TVs
sold all week at each location
2 0 1 2 5
3 1 1 4 4
1 0 0 1 3
ร—
1
1
1
1
1
=
2 ร— 1 + 0 ร— 1 + 1 ร— 1 + 2 ร— 1 + 5 ร— 1
Example Continued
๐‘† =
2 0 1 2 5
3 1 1 4 4
1 0 0 1 3
๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ด
๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ต
๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ถ
๏‚— Write a matrix expression that will determine the number of TVs
sold all week at each location
2 0 1 2 5
3 1 1 4 4
1 0 0 1 3
ร—
1
1
1
1
1
=
10
13
5
Example Continued
๐‘† =
2 0 1 2 5
3 1 1 4 4
1 0 0 1 3
๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ด
๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ต
๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ถ
๏‚— Now, write a matrix calculation that will determine the number
of TVs sold each day of the week in total across the three stores.
1 1 1 ร—
2 0 1 2 5
3 1 1 4 4
1 0 0 1 3
= 1 ร— 2 + 1 ร— 3 + 1 ร— 1
Example Continued
๐‘† =
2 0 1 2 5
3 1 1 4 4
1 0 0 1 3
๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ด
๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ต
๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ถ
๏‚— Now, write a matrix calculation that will determine the number
of TVs sold each day of the week in total across the three stores.
1 1 1 ร—
2 0 1 2 5
3 1 1 4 4
1 0 0 1 3
= 6 1 2 7 12
Changing Part of a Matrix
๏‚— Motivation: The matrix below represents the cost of
salad, chips and drinks at three local cafes.
๐‘†๐‘Ž๐‘™๐‘Ž๐‘‘ ๐ถโ„Ž๐‘–๐‘๐‘  ๐ท๐‘Ÿ๐‘–๐‘›๐‘˜
14.50 5.40 4.80
12.80 6.30 5.00
15.00 4.50 3.30
๐ถ๐‘Ž๐‘“๐‘’ ๐ด
๐ถ๐‘Ž๐‘“๐‘’ ๐ต
๐ถ๐‘Ž๐‘“๐‘’ ๐ถ
๏‚— Say Cafรฉ A increases their all their prices by 30%. How
can we deal with this using matrix multiplication?
Changing Part of a Matrix
๏‚— We multiply by a diagonal matrix, ๐ท.
๏‚— The numbers along the leading diagonals represent
the multiplication factors for specific rows or columns
๏‚— For ๐ท ร— ๐ด, we will be changing the rows of A
๏‚— For ๐ด ร— ๐ท, we change the columns of A.
Example revisited
๐ด =
๐‘†๐‘Ž๐‘™๐‘Ž๐‘‘ ๐ถโ„Ž๐‘–๐‘๐‘  ๐ท๐‘Ÿ๐‘–๐‘›๐‘˜
14.50 5.40 4.80
12.80 6.30 5.00
15.00 4.50 3.30
๐ถ๐‘Ž๐‘“๐‘’ ๐ด
๐ถ๐‘Ž๐‘“๐‘’ ๐ต
๐ถ๐‘Ž๐‘“๐‘’ ๐ถ
๏‚— Cafรฉ A increases their all their prices by 30%, and Cafรฉ
C has a half price sale. Show this using matrix
multiplication.
๏‚— Increase by 30% ๏ƒ  multiply by 1.3
๏‚— Decrease by 50% ๏ƒ  multiply by 0.5
Example revisited
๐ด =
๐‘†๐‘Ž๐‘™๐‘Ž๐‘‘ ๐ถโ„Ž๐‘–๐‘๐‘  ๐ท๐‘Ÿ๐‘–๐‘›๐‘˜
14.50 5.40 4.80
12.80 6.30 5.00
15.00 4.50 3.30
๐ถ๐‘Ž๐‘“๐‘’ ๐ด
๐ถ๐‘Ž๐‘“๐‘’ ๐ต
๐ถ๐‘Ž๐‘“๐‘’ ๐ถ
๏‚— Cafรฉ A increases their all their prices by 30%, and Cafรฉ
C has a half price sale. Show this using matrix
multiplication.
๐ท =
1.30 0 0
0 1 0
0 0 0.50
Example revisited
๐ท ร— ๐ด =
1.30 0 0
0 1 0
0 0 0.50
ร—
14.50 5.40 4.80
12.80 6.30 5.00
15.00 4.50 3.30
=
18.85 7.02 6.24
12.80 6.30 5.00
7.50 4.25 1.65

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Lesson 4 b special matrix multiplication

  • 1.
  • 2. Learning Intention and Success Criteria ๏‚— Learning Intention: Students will understand how to use matrix multiplication to manipulate matrices ๏‚— Success Criteria: You will be able sum the rows or columns of a matrix, and multiply individual rows or columns using matrix multiplication
  • 3. Summation Matrices ๏‚— Often, it can be useful to add up the elements in each row or column of a matrix. ๏‚— For example, if a matrix shows the number of items sold each day at a variety of different stores, you may want to create a matrix that shows the number of total number of items sold at each store in a week. ๏‚— The secret lies in a list of 1โ€™s
  • 4. Adding rows ๏‚— Adding up rows: ๏‚— To add up the rows of a matrix ๐ด, we multiply ๐ด by ๐ถ, a column matrix of 1โ€™s (๐ด ร— ๐ถ) ๏‚— Adding up columns: ๏‚— To add up the columns of a matrix ๐ต, we multiply ๐‘…, a row matrix of 1โ€™s, by ๐ต (๐‘… ร— ๐ต)
  • 5. Example ๏‚— Example: The matrix below represents the number of TVs sold at three different electronic stores over a week form Monday to Friday ๐‘† = 2 0 1 2 5 3 1 1 4 4 1 0 0 1 3 ๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ด ๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ต ๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ถ ๏‚— How many TVs were sold at Store A on Wednesday? ๏‚— ๐‘ 1,3 = 1 TV
  • 6. Example Continued ๐‘† = 2 0 1 2 5 3 1 1 4 4 1 0 0 1 3 ๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ด ๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ต ๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ถ ๏‚— Write a matrix expression that will determine the number of TVs sold all week at each location 2 0 1 2 5 3 1 1 4 4 1 0 0 1 3 ร— 1 1 1 1 1 = 2 ร— 1 + 0 ร— 1 + 1 ร— 1 + 2 ร— 1 + 5 ร— 1
  • 7. Example Continued ๐‘† = 2 0 1 2 5 3 1 1 4 4 1 0 0 1 3 ๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ด ๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ต ๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ถ ๏‚— Write a matrix expression that will determine the number of TVs sold all week at each location 2 0 1 2 5 3 1 1 4 4 1 0 0 1 3 ร— 1 1 1 1 1 = 10 13 5
  • 8. Example Continued ๐‘† = 2 0 1 2 5 3 1 1 4 4 1 0 0 1 3 ๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ด ๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ต ๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ถ ๏‚— Now, write a matrix calculation that will determine the number of TVs sold each day of the week in total across the three stores. 1 1 1 ร— 2 0 1 2 5 3 1 1 4 4 1 0 0 1 3 = 1 ร— 2 + 1 ร— 3 + 1 ร— 1
  • 9. Example Continued ๐‘† = 2 0 1 2 5 3 1 1 4 4 1 0 0 1 3 ๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ด ๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ต ๐‘†๐‘ก๐‘œ๐‘Ÿ๐‘’ ๐ถ ๏‚— Now, write a matrix calculation that will determine the number of TVs sold each day of the week in total across the three stores. 1 1 1 ร— 2 0 1 2 5 3 1 1 4 4 1 0 0 1 3 = 6 1 2 7 12
  • 10. Changing Part of a Matrix ๏‚— Motivation: The matrix below represents the cost of salad, chips and drinks at three local cafes. ๐‘†๐‘Ž๐‘™๐‘Ž๐‘‘ ๐ถโ„Ž๐‘–๐‘๐‘  ๐ท๐‘Ÿ๐‘–๐‘›๐‘˜ 14.50 5.40 4.80 12.80 6.30 5.00 15.00 4.50 3.30 ๐ถ๐‘Ž๐‘“๐‘’ ๐ด ๐ถ๐‘Ž๐‘“๐‘’ ๐ต ๐ถ๐‘Ž๐‘“๐‘’ ๐ถ ๏‚— Say Cafรฉ A increases their all their prices by 30%. How can we deal with this using matrix multiplication?
  • 11. Changing Part of a Matrix ๏‚— We multiply by a diagonal matrix, ๐ท. ๏‚— The numbers along the leading diagonals represent the multiplication factors for specific rows or columns ๏‚— For ๐ท ร— ๐ด, we will be changing the rows of A ๏‚— For ๐ด ร— ๐ท, we change the columns of A.
  • 12. Example revisited ๐ด = ๐‘†๐‘Ž๐‘™๐‘Ž๐‘‘ ๐ถโ„Ž๐‘–๐‘๐‘  ๐ท๐‘Ÿ๐‘–๐‘›๐‘˜ 14.50 5.40 4.80 12.80 6.30 5.00 15.00 4.50 3.30 ๐ถ๐‘Ž๐‘“๐‘’ ๐ด ๐ถ๐‘Ž๐‘“๐‘’ ๐ต ๐ถ๐‘Ž๐‘“๐‘’ ๐ถ ๏‚— Cafรฉ A increases their all their prices by 30%, and Cafรฉ C has a half price sale. Show this using matrix multiplication. ๏‚— Increase by 30% ๏ƒ  multiply by 1.3 ๏‚— Decrease by 50% ๏ƒ  multiply by 0.5
  • 13. Example revisited ๐ด = ๐‘†๐‘Ž๐‘™๐‘Ž๐‘‘ ๐ถโ„Ž๐‘–๐‘๐‘  ๐ท๐‘Ÿ๐‘–๐‘›๐‘˜ 14.50 5.40 4.80 12.80 6.30 5.00 15.00 4.50 3.30 ๐ถ๐‘Ž๐‘“๐‘’ ๐ด ๐ถ๐‘Ž๐‘“๐‘’ ๐ต ๐ถ๐‘Ž๐‘“๐‘’ ๐ถ ๏‚— Cafรฉ A increases their all their prices by 30%, and Cafรฉ C has a half price sale. Show this using matrix multiplication. ๐ท = 1.30 0 0 0 1 0 0 0 0.50
  • 14. Example revisited ๐ท ร— ๐ด = 1.30 0 0 0 1 0 0 0 0.50 ร— 14.50 5.40 4.80 12.80 6.30 5.00 15.00 4.50 3.30 = 18.85 7.02 6.24 12.80 6.30 5.00 7.50 4.25 1.65