LINEAR ALGEBRA PRACTICE EXERCISES

VECTORS

Vectors are displayed vertically to distinguish them from points.
Vector names are in bold (u), scalars (constants) are italics (a).
Suggestion: to indicate vectors (since you can't make the text bold) --
write them like this .

QUESTIONS

1) Find cos h if h is the angle between u and v if:
a) b) .

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2) Prove that u is orthogonal to v if

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3) Find yuyif:
a) b)

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4) Find a vector v that is parallel to vector and yvy = 1.
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5), show that any vector orthogonal to x is a scalar multiple of .

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6)

a) Prove that A is a set of orthogonal vectors.

b) Prove that if x is any vector orthogonal to both vectors in A,
then x is a scalar multiple of .

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7)

a) Find proj w u.

b) Find the component of u orthogonal to w.

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SOLUTIONS

1)

a)

b) .

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2) u is orthogonal to v because u $ v = 0. u $ v = -12 + 8 + 4 = 0

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3)

a) b)

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4) Since v is parallel to it is a multiple of u or ku.
and since
yvy = 1, k = 1 / yvy. This makes

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5) If v is orthogonal to x, then v $ x = 0


If we let x2 = t, we get x1 = 2t, so v =
.

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6) a) Since dot product = 0, vectors are orthogonal.

b) A vector orthogonal to both vectors in A is the cross-product of the vectors.
The cross-product is .

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7)

a)

b) The component of u orthogonal to w
is found with u - proj w u.

the vector is

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