Deck 6: Orthogonality and Least Squares
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Deck 6: Orthogonality and Least Squares
1
Find the distance between the two vectors.


A
2
Compute the dot product u · v.


A
3
Find the distance between the two vectors.


A
4
Find the distance between the two vectors.


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5
Compute the dot product u · v.


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6
Find the distance between the two vectors.


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7
Determine whether the set of vectors is orthogonal.


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8
Compute the dot product u · v.


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9
Find the distance between the two vectors.


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10
Express the vector x as a linear combination of the uʹs.


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11
Find a unit vector in the direction of the given vector.


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12
Express the vector x as a linear combination of the uʹs.


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13
Compute the dot product u · v.


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14
Compute the dot product u · v.
)2

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15
Find a unit vector in the direction of the given vector.


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16
Find the orthogonal projection of y onto u.


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17
Find the distance between the two vectors.


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18
Determine whether the set of vectors is orthogonal.


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19
Compute the dot product u · v.


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20
Find the distance between the two vectors.


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21
Solve the problem.


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22
Solve the problem.


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23

Data points: (2, 1), (3, 2), (7, 3), (8, 1)33)

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24
Find a least-squares solution of the inconsistent system Ax = b.


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25
Let W be the subspace spanned by the uʹs. Write y as the sum of a vector in W and a vector orthogonal to W.


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26
Find the orthogonal projection of y onto u.


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27
The given set is a basis for a subspace W. Use the Gram-Schmidt process to produce an orthogonal basis for W.


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28
Write the word or phrase that best completes each statement or answers the question.


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29
The given set is a basis for a subspace W. Use the Gram-Schmidt process to produce an orthogonal basis for W.


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30
Compute the length of the given vector.


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31
Find a QR factorization of the matrix A.



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32


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33
Find a least-squares solution of the inconsistent system Ax = b.


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34
Compute the length of the given vector.


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35
Solve the problem.
Data points: (5, -3), (2, 2), (4, 3), (5, 1)
Data points: (5, -3), (2, 2), (4, 3), (5, 1)

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36
Let W be the subspace spanned by the uʹs. Write y as the sum of a vector in W and a vector orthogonal to W.


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37
Find a QR factorization of the matrix A.


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38
Given A and b, determine the least-squares error in the least-squares solution of Ax = b.


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39
Write the word or phrase that best completes each statement or answers the question.


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40


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41
Solve the problem.


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42
Solve the problem.


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43

Given: The data points (-2, 2), (-1, 5), (0, 5), (1, 3), (2, 5). 44) Suppose the errors in measuring the y-values of the last two data points are greater than for the
Other points. Weight these data points twice as much as the rest of the data.

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44

Given: The data points (-3, 2), (-2, 5), (0, 5), (2, 3), (3, 3). Suppose the errors in measuring the y-values of the last two data points are greater than for the
Other points. Weight these data points half as much as the rest of the data.

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