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Chapter 10 · Vector Algebra

Miscellaneous · Q14: Mutually perpendicular vectors of equal magnitude: a⃗+b⃗+c⃗\vec a+\vec b+\vec c is equally inclined to each

Miscellaneous ExerciseAngle between vectors, scalar product · Section 10.6.1
The question

If a⃗,b⃗,c⃗\vec a, \vec b, \vec c are mutually perpendicular vectors of equal magnitudes, show that the vector c⃗⋅d⃗=15\vec c\cdot\vec d = 15 is equally inclined to a⃗,b⃗\vec a, \vec b and c⃗\vec c⁠.

(As printed in this reprint, the vector is given as "c⃗⋅d⃗=15\vec c\cdot\vec d = 15", the condition of Question 12; c⃗⋅d⃗\vec c\cdot\vec d is a number, not a vector, and d⃗\vec d does not appear in this question. The intended vector is a⃗+b⃗+c⃗\vec a + \vec b + \vec c⁠, and that is the question solved below.)

Exam answer

Let ∣a⃗∣=∣b⃗∣=∣c⃗∣=k|\vec a| = |\vec b| = |\vec c| = k⁠, k>0k > 0⁠. As the vectors are mutually perpendicular,

a⃗⋅b⃗=b⃗⋅c⃗=c⃗⋅a⃗=0\vec a\cdot\vec b = \vec b\cdot\vec c = \vec c\cdot\vec a = 0 ∣a⃗+b⃗+c⃗∣2=∣a⃗∣2+∣b⃗∣2+∣c⃗∣2+2(a⃗⋅b⃗+b⃗⋅c⃗+c⃗⋅a⃗)=k2+k2+k2+0=3k2\begin{aligned} &|\vec a + \vec b + \vec c|^2 \\ &= |\vec a|^2 + |\vec b|^2 + |\vec c|^2 \\ &\quad + 2(\vec a\cdot\vec b + \vec b\cdot\vec c + \vec c\cdot\vec a) \\ &= k^2 + k^2 + k^2 + 0 = 3k^2 \end{aligned}

So ∣a⃗+b⃗+c⃗∣=3 k|\vec a + \vec b + \vec c| = \sqrt3\,k⁠.

Let a⃗+b⃗+c⃗\vec a + \vec b + \vec c make angles α,β,γ\alpha, \beta, \gamma with a⃗,b⃗,c⃗\vec a, \vec b, \vec c⁠. Then

cos⁡α=(a⃗+b⃗+c⃗)⋅a⃗∣a⃗+b⃗+c⃗∣ ∣a⃗∣=∣a⃗∣2+b⃗⋅a⃗+c⃗⋅a⃗3 k⋅k=k23 k2=13\begin{aligned} \cos\alpha &= \frac{(\vec a + \vec b + \vec c)\cdot\vec a}{|\vec a + \vec b + \vec c|\,|\vec a|} \\ &= \frac{|\vec a|^2 + \vec b\cdot\vec a + \vec c\cdot\vec a}{\sqrt3\,k \cdot k} \\ &= \frac{k^2}{\sqrt3\,k^2} = \frac{1}{\sqrt3} \end{aligned} cos⁡β=a⃗⋅b⃗+∣b⃗∣2+c⃗⋅b⃗3 k2=k23 k2=13\begin{aligned} \cos\beta &= \frac{\vec a\cdot\vec b + |\vec b|^2 + \vec c\cdot\vec b}{\sqrt3\,k^2} \\ &= \frac{k^2}{\sqrt3\,k^2} = \frac{1}{\sqrt3} \end{aligned} cos⁡γ=a⃗⋅c⃗+b⃗⋅c⃗+∣c⃗∣23 k2=k23 k2=13\begin{aligned} \cos\gamma &= \frac{\vec a\cdot\vec c + \vec b\cdot\vec c + |\vec c|^2}{\sqrt3\,k^2} \\ &= \frac{k^2}{\sqrt3\,k^2} = \frac{1}{\sqrt3} \end{aligned}

∴ cos⁡α=cos⁡β=cos⁡γ\therefore\ \cos\alpha = \cos\beta = \cos\gamma⁠, and as α,β,γ∈[0,π]\alpha, \beta, \gamma \in [0, \pi]⁠, α=β=γ\alpha = \beta = \gamma⁠.

Hence a⃗+b⃗+c⃗\vec a + \vec b + \vec c is equally inclined to a⃗\vec a⁠, b⃗\vec b and c⃗\vec c⁠.

Want the reason behind every step, the basics and the checks?

The one idea this problem is built on

The angle between two vectors comes from cos⁡θ=u⃗⋅v⃗∣u⃗∣∣v⃗∣\cos\theta = \frac{\vec u\cdot\vec v}{|\vec u||\vec v|}⁠. Dotting a⃗+b⃗+c⃗\vec a + \vec b + \vec c with a⃗\vec a leaves only ∣a⃗∣2|\vec a|^2⁠, because the other two products are 0; the same happens with b⃗\vec b and c⃗\vec c⁠. Equal lengths then give equal cosines, and equal cosines give equal angles.

Given, to show, and the plan
Given
a⃗⋅b⃗=b⃗⋅c⃗=c⃗⋅a⃗=0\vec a\cdot\vec b = \vec b\cdot\vec c = \vec c\cdot\vec a = 0 (mutually perpendicular) and ∣a⃗∣=∣b⃗∣=∣c⃗∣=k|\vec a| = |\vec b| = |\vec c| = k⁠, with k>0k > 0⁠.
To show
a⃗+b⃗+c⃗\vec a + \vec b + \vec c makes equal angles with a⃗\vec a⁠, b⃗\vec b and c⃗\vec c⁠.
Plan
(1) Read the question as intended. (2) Find ∣a⃗+b⃗+c⃗∣|\vec a + \vec b + \vec c|⁠. (3) Find the three scalar products. (4) Find the three cosines and conclude. (5) See the picture: the diagonal of a cube.

Basics you need

1Angle between two vectors

cos⁡θ=u⃗⋅v⃗∣u⃗∣∣v⃗∣\cos\theta = \frac{\vec u\cdot\vec v}{|\vec u||\vec v|} with 0≤θ≤π0 \le \theta \le \pi⁠, and u⃗⋅v⃗=0\vec u\cdot\vec v = 0 for perpendicular vectors (Section 10.6.1, Definition 2, Observations 2 and 6). Basics: cos θ is a shadow

2Expanding scalar products

Distributivity (Property 1), u⃗⋅v⃗=v⃗⋅u⃗\vec u\cdot\vec v = \vec v\cdot\vec u (Observation 7) and u⃗⋅u⃗=∣u⃗∣2\vec u\cdot\vec u = |\vec u|^2 (Observation 3), Section 10.6.1. Basics: dot products obey the same rule

3An angle in [0,π][0, \pi] is fixed by its cosine

On [0,π][0, \pi] the cosine takes each value exactly once (school trigonometry). Basics: cos θ is a shadow

Solution

  1. Read the question as intended

    The printed text asks about "the vector c⃗⋅d⃗=15\vec c\cdot\vec d = 15". That expression is the last condition of Question 12, where a vector d⃗\vec d is defined. Here no d⃗\vec d is given, and c⃗⋅d⃗\vec c\cdot\vec d would be a number in any case, so it cannot be "equally inclined" to anything. The only vector built from the given a⃗,b⃗,c⃗\vec a, \vec b, \vec c that the symmetry of the data points to is their sum, and the question is solved for

    r⃗=a⃗+b⃗+c⃗.\vec r = \vec a + \vec b + \vec c.
    "Equally inclined" compares angles, and angles are defined between vectors. The data treat a⃗,b⃗,c⃗\vec a, \vec b, \vec c in exactly the same way, so the vector to test is the one that also treats them the same way: a⃗+b⃗+c⃗\vec a + \vec b + \vec c⁠.
    A scalar product is a number (Section 10.6.1, Observation 1). Lesson: the miscellaneous exercises
  2. The length of a⃗+b⃗+c⃗\vec a + \vec b + \vec c

    ∣r⃗∣2=(a⃗+b⃗+c⃗)⋅(a⃗+b⃗+c⃗)=∣a⃗∣2+∣b⃗∣2+∣c⃗∣2+2(a⃗⋅b⃗+b⃗⋅c⃗+c⃗⋅a⃗)=k2+k2+k2+2(0)=3k2,\begin{aligned} |\vec r|^2 &= (\vec a + \vec b + \vec c)\cdot(\vec a + \vec b + \vec c) \\ &= |\vec a|^2 + |\vec b|^2 + |\vec c|^2 \\ &\quad + 2(\vec a\cdot\vec b + \vec b\cdot\vec c + \vec c\cdot\vec a) \\ &= k^2 + k^2 + k^2 + 2(0) = 3k^2, \end{aligned}

    so ∣r⃗∣=3 k|\vec r| = \sqrt3\,k⁠.

    Expanding gives nine products: three squares of lengths and six mixed products, which pair up by commutativity. "Mutually perpendicular" makes every mixed product 0, and "equal magnitudes" makes each square k2k^2⁠. The length is positive, so we take the positive square root.
    Section 10.6.1, Property 1, Observations 2, 3 and 7. Basics: dot products obey the same rule
  3. The three scalar products

    r⃗⋅a⃗=∣a⃗∣2+b⃗⋅a⃗+c⃗⋅a⃗=k2,r⃗⋅b⃗=a⃗⋅b⃗+∣b⃗∣2+c⃗⋅b⃗=k2,r⃗⋅c⃗=a⃗⋅c⃗+b⃗⋅c⃗+∣c⃗∣2=k2.\begin{aligned} \vec r\cdot\vec a &= |\vec a|^2 + \vec b\cdot\vec a + \vec c\cdot\vec a = k^2, \\ \vec r\cdot\vec b &= \vec a\cdot\vec b + |\vec b|^2 + \vec c\cdot\vec b = k^2, \\ \vec r\cdot\vec c &= \vec a\cdot\vec c + \vec b\cdot\vec c + |\vec c|^2 = k^2. \end{aligned}
    In each line, distributivity splits the product into three terms. Two of them are products of different given vectors, which are 0, and the third is a length squared, k2k^2⁠.
    Distributivity (Section 10.6.1, Property 1). Lesson: the dot product
  4. The three cosines, and the conclusion

    Let r⃗\vec r make angles α,β,γ\alpha, \beta, \gamma with a⃗,b⃗,c⃗\vec a, \vec b, \vec c⁠. Each given vector has length kk⁠, so

    cos⁡α=r⃗⋅a⃗∣r⃗∣∣a⃗∣=k23 k⋅k=13,cos⁡β=r⃗⋅b⃗∣r⃗∣∣b⃗∣=13,cos⁡γ=r⃗⋅c⃗∣r⃗∣∣c⃗∣=13.\begin{aligned} \cos\alpha &= \frac{\vec r\cdot\vec a}{|\vec r||\vec a|} = \frac{k^2}{\sqrt3\,k \cdot k} = \frac{1}{\sqrt3}, \\ \cos\beta &= \frac{\vec r\cdot\vec b}{|\vec r||\vec b|} = \frac{1}{\sqrt3}, \\ \cos\gamma &= \frac{\vec r\cdot\vec c}{|\vec r||\vec c|} = \frac{1}{\sqrt3}. \end{aligned}

    The three angles lie in [0,π][0, \pi]⁠, where the cosine takes each value once, so α=β=γ=cos⁡−113\alpha = \beta = \gamma = \cos^{-1}\frac{1}{\sqrt3}⁠. Hence a⃗+b⃗+c⃗\vec a + \vec b + \vec c is equally inclined to a⃗\vec a⁠, b⃗\vec b and c⃗\vec c.

    The three fractions have the same numerator k2k^2 and the same denominator 3 k2\sqrt3\,k^2⁠, and that is exactly where both hypotheses are used: perpendicularity made the numerators equal to k2k^2⁠, and equal magnitudes made the denominators equal. The value 13\frac{1}{\sqrt3} does not depend on kk⁠.
    cos⁡θ=u⃗⋅v⃗∣u⃗∣∣v⃗∣\cos\theta = \frac{\vec u\cdot\vec v}{|\vec u||\vec v|} (Section 10.6.1, Observation 6). Basics: cos θ is a shadow
  5. The picture: the diagonal of a cube

    Placed tail to tail, a⃗,b⃗,c⃗\vec a, \vec b, \vec c are three edges of a cube of side kk meeting at a corner, and a⃗+b⃗+c⃗\vec a + \vec b + \vec c is the diagonal of the cube from that corner. In the plane of a⃗\vec a and the diagonal, the diagonal splits into a⃗\vec a and b⃗+c⃗\vec b + \vec c⁠, which are perpendicular, with ∣b⃗+c⃗∣=2 k|\vec b + \vec c| = \sqrt2\,k⁠:

    O a, length k b + c length √2 k a + b + c length √3 k α cos α = k/(√3 k) = 1/√3 α ≈ 54.74° same triangle for b and for c
    The right triangle formed by a⃗\vec a (length kk⁠), b⃗+c⃗\vec b + \vec c (length 2 k\sqrt2\,k⁠) and the diagonal a⃗+b⃗+c⃗\vec a + \vec b + \vec c (length 3 k\sqrt3\,k⁠), drawn true to scale with one scale for k=1k = 1⁠. The angle α\alpha at O has cos⁡α=k3 k=13\cos\alpha = \frac{k}{\sqrt3\,k} = \frac{1}{\sqrt3}⁠. Replacing a⃗\vec a by b⃗\vec b or c⃗\vec c gives the same triangle.
    This is the cube version of Miscellaneous Q11: when a⃗,b⃗,c⃗\vec a, \vec b, \vec c are ki^,kj^,kk^k\hat i, k\hat j, k\hat k⁠, the vector a⃗+b⃗+c⃗=k(i^+j^+k^)\vec a + \vec b + \vec c = k(\hat i + \hat j + \hat k) is equally inclined to the three axes. The argument above shows that the axes need not be i^,j^,k^\hat i, \hat j, \hat k⁠: any three mutually perpendicular vectors of equal length behave the same way.
    Triangle law; Pythagoras in the right triangle (Section 10.4). Basics: use Pythagoras twice
Result

Reading the vector as a⃗+b⃗+c⃗\vec a + \vec b + \vec c⁠: it has length 3 k\sqrt3\,k⁠, and the cosine of its angle with each of a⃗\vec a⁠, b⃗\vec b and c⃗\vec c is 13\frac{1}{\sqrt3}⁠. So it is equally inclined to a⃗\vec a⁠, b⃗\vec b and c⃗\vec c⁠, each angle being cos⁡−113\cos^{-1}\frac{1}{\sqrt3}⁠. Hence proved.

(Textbook answer: the answer key has no entry for this "show that" question. The printed vector "c⃗⋅d⃗=15\vec c\cdot\vec d = 15" repeats Question 12; the intended vector is a⃗+b⃗+c⃗\vec a + \vec b + \vec c⁠.)

Check it with numbers

Take a⃗=i^+2j^+2k^\vec a = \hat i + 2\hat j + 2\hat k⁠, b⃗=2i^+j^−2k^\vec b = 2\hat i + \hat j - 2\hat k⁠, c⃗=2i^−2j^+k^\vec c = 2\hat i - 2\hat j + \hat k⁠. Each has length 3, and a⃗⋅b⃗=2+2−4=0\vec a\cdot\vec b = 2 + 2 - 4 = 0⁠, b⃗⋅c⃗=4−2−2=0\vec b\cdot\vec c = 4 - 2 - 2 = 0⁠, c⃗⋅a⃗=2−4+2=0\vec c\cdot\vec a = 2 - 4 + 2 = 0⁠.

Then r⃗=5i^+j^+k^\vec r = 5\hat i + \hat j + \hat k⁠, ∣r⃗∣=27=33|\vec r| = \sqrt{27} = 3\sqrt3⁠, and r⃗⋅a⃗=5+2+2=9\vec r\cdot\vec a = 5 + 2 + 2 = 9⁠, r⃗⋅b⃗=10+1−2=9\vec r\cdot\vec b = 10 + 1 - 2 = 9⁠, r⃗⋅c⃗=10−2+1=9\vec r\cdot\vec c = 10 - 2 + 1 = 9⁠. Each cosine is 933×3=13≈0.577350\frac{9}{3\sqrt3 \times 3} = \frac{1}{\sqrt3} \approx 0.577350⁠, and each angle is about 54.7356∘54.7356^\circ⁠.

Common mistakes
  1. Taking ∣a⃗+b⃗+c⃗∣=3k|\vec a + \vec b + \vec c| = 3k⁠. Lengths do not add unless the vectors point the same way; perpendicular edges give 3 k\sqrt3\,k⁠.
  2. Proving only cos⁡α=13\cos\alpha = \frac{1}{\sqrt3}⁠. All three cosines are needed, and then the remark that equal cosines on [0,π][0, \pi] give equal angles.
  3. Trying to use c⃗⋅d⃗=15\vec c\cdot\vec d = 15⁠. That condition belongs to Question 12; nothing in this question involves d⃗\vec d⁠.
What to take away
  1. For mutually perpendicular vectors, ∣a⃗+b⃗+c⃗∣2=∣a⃗∣2+∣b⃗∣2+∣c⃗∣2|\vec a + \vec b + \vec c|^2 = |\vec a|^2 + |\vec b|^2 + |\vec c|^2⁠.
  2. To compare angles, compare u⃗⋅v⃗∣u⃗∣∣v⃗∣\frac{\vec u\cdot\vec v}{|\vec u||\vec v|}⁠.
  3. The diagonal of a cube makes cos⁡−113\cos^{-1}\frac{1}{\sqrt3} with each edge at its corner.

Every fact used, and where it comes from

FactUsed inSource
A scalar product is a real numberStep 1Section 10.6.1, Observation 1
u⃗⋅v⃗=0\vec u\cdot\vec v = 0 for perpendicular vectorsSteps 2, 3, CheckSection 10.6.1, Observation 2
u⃗⋅u⃗=∣u⃗∣2\vec u\cdot\vec u = |\vec u|^2⁠; u⃗⋅v⃗=v⃗⋅u⃗\vec u\cdot\vec v = \vec v\cdot\vec u⁠; distributivitySteps 2, 3Section 10.6.1, Observations 3 and 7, Property 1 (Basics: dot products obey the same rule)
cos⁡θ=u⃗⋅v⃗∣u⃗∣∣v⃗∣\cos\theta = \frac{\vec u\cdot\vec v}{|\vec u||\vec v|}⁠, 0≤θ≤π0 \le \theta \le \piStep 4Section 10.6.1, Definition 2 and Observation 6
cos⁡\cos takes each value once on [0,π][0, \pi]Step 4School trigonometry
Triangle law of additionStep 5Section 10.4 (Lesson: adding arrows, head to tail)
The question as printedStep 1Miscellaneous Exercise Q14; Q12 for "c⃗⋅d⃗=15\vec c\cdot\vec d = 15" (Lesson: the miscellaneous exercises)
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