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Finding the angle between two vectors

Find the measure of the angle between each pair of vectors.

  1. i + j + k and 2 i j – 3 k
  2. 2 , 5 , 6 and −2 , −4 , 4
  1. To find the cosine of the angle formed by the two vectors, substitute the components of the vectors into [link] :
    cos θ = ( i + j + k ) · ( 2 i j 3 k ) i + j + k · 2 i j 3 k = 1 ( 2 ) + ( 1 ) ( −1 ) + ( 1 ) ( −3 ) 1 2 + 1 2 + 1 2 2 2 + ( −1 ) 2 + ( −3 ) 2 = −2 3 14 = −2 42 .

    Therefore, θ = arccos −2 42 rad.
  2. Start by finding the value of the cosine of the angle between the vectors:
    cos θ = 2 , 5 , 6 · −2 , −4 , 4 2 , 5 , 6 · −2 , −4 , 4 = 2 ( −2 ) + ( 5 ) ( −4 ) + ( 6 ) ( 4 ) 2 2 + 5 2 + 6 2 ( −2 ) 2 + ( −4 ) 2 + 4 2 = 0 65 36 = 0.

    Now, cos θ = 0 and 0 θ π , so θ = π / 2.
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Find the measure of the angle, in radians, formed by vectors a = 1 , 2 , 0 and b = 2 , 4 , 1 . Round to the nearest hundredth.

θ 0.22 rad

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The angle between two vectors can be acute ( 0 < cos θ < 1 ) , obtuse ( −1 < cos θ < 0 ) , or straight ( cos θ = −1 ) . If cos θ = 1 , then both vectors have the same direction. If cos θ = 0 , then the vectors, when placed in standard position, form a right angle ( [link] ). We can formalize this result into a theorem regarding orthogonal (perpendicular) vectors.

This figure has 5 images. The first image has two vectors u and v. The angle between these two vectors is theta. Theta is an acute angle. The second image is has two vectors u and v. The angle between these vectors is theta. Theta is an obtuse angle. The third image is vectors u and v in opposite directions. The angle between u and v is a straight angle. The fourth image is u and v in the same direction. The fifth image is u and v with angle theta between them as a right angle.
(a) An acute angle has 0 < cos θ < 1 . (b) An obtuse angle has −1 < cos θ < 0 . (c) A straight line has cos θ = −1 . (d) If the vectors have the same direction, cos θ = 1 . (e) If the vectors are orthogonal (perpendicular), cos θ = 0 .

Orthogonal vectors

The nonzero vectors u and v are orthogonal vectors    if and only if u · v = 0 .

Proof

Let u and v be nonzero vectors, and let θ denote the angle between them. First, assume u · v = 0 . Then

u v cos θ = 0 .

However, u 0 and v 0 , so we must have cos θ = 0 . Hence, θ = 90 ° , and the vectors are orthogonal.

Now assume u and v are orthogonal. Then θ = 90 ° and we have

u · v = u v cos θ = u v cos 90 ° = u v ( 0 ) = 0 .

The terms orthogonal , perpendicular , and normal each indicate that mathematical objects are intersecting at right angles. The use of each term is determined mainly by its context. We say that vectors are orthogonal and lines are perpendicular. The term normal is used most often when measuring the angle made with a plane or other surface.

Identifying orthogonal vectors

Determine whether p = 1 , 0 , 5 and q = 10 , 3 , −2 are orthogonal vectors.

Using the definition, we need only check the dot product of the vectors:

p · q = 1 ( 10 ) + ( 0 ) ( 3 ) + ( 5 ) ( −2 ) = 10 + 0 10 = 0 .

Because p · q = 0 , the vectors are orthogonal ( [link] ).

This figure is the 3-dimensional coordinate system. There are two vectors in standard position. The vectors are labeled “p” and “q.” The angle between the vectors is a right angle.
Vectors p and q form a right angle when their initial points are aligned.
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For which value of x is p = 2 , 8 , −1 orthogonal to q = x , −1 , 2 ?

x = 5

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Measuring the angle formed by two vectors

Let v = 2 , 3 , 3 . Find the measures of the angles formed by the following vectors.

  1. v and i
  2. v and j
  3. v and k
  1. Let α be the angle formed by v and i:
    cos α = v · i v · i = 2 , 3 , 3 · 1 , 0 , 0 2 2 + 3 2 + 3 2 1 = 2 22 .

    α = arccos 2 22 1.130 rad .
  2. Let β represent the angle formed by v and j :
    cos β = v · j v · j = 2 , 3 , 3 · 0 , 1 , 0 2 2 + 3 2 + 3 2 1 = 3 22 .

    β = arccos 3 22 0.877 rad.
  3. Let γ represent the angle formed by v and k :
    cos γ = v · k v · k = 2 , 3 , 3 · 0 , 0 , 1 2 2 + 3 2 + 3 2 1 = 3 22 .

    γ = arccos 3 22 0.877 rad.
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Let v = 3 , −5 , 1 . Find the measure of the angles formed by each pair of vectors.

  1. v and i
  2. v and j
  3. v and k

a. α 1.04 rad; b. β 2.58 rad; c. γ 1.40 rad

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The angle a vector makes with each of the coordinate axes, called a direction angle, is very important in practical computations, especially in a field such as engineering. For example, in astronautical engineering, the angle at which a rocket is launched must be determined very precisely. A very small error in the angle can lead to the rocket going hundreds of miles off course. Direction angles are often calculated by using the dot product and the cosines of the angles, called the direction cosines. Therefore, we define both these angles and their cosines.

Practice Key Terms 7

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Source:  OpenStax, Calculus volume 3. OpenStax CNX. Feb 05, 2016 Download for free at http://legacy.cnx.org/content/col11966/1.2
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