- Find the magnitude of vector \(\mathbf{v}\).
- 5
- 7
- 25
- \(\sqrt{7}\)
The magnitude of a vector \(\langle a, b \rangle\) is found using \(|\mathbf{v}| = \sqrt{a^2 + b^2}\). Substituting:
\(|\mathbf{v}| = \sqrt{3^2 + 4^2} = \sqrt{9 + 16} = \sqrt{25} = 5\)
Choice B adds the components instead of squaring them first. Choice C squares and adds correctly but forgets to take the square root.
- Find \(\mathbf{u}+\mathbf{v}\) for the vectors below.
- \(\langle -1, 4 \rangle\)
- \(\langle 5, -6 \rangle\)
- \(\langle -1, -6 \rangle\)
- \(\langle 1, 4 \rangle\)
To add two vectors, add their corresponding components:
\(\mathbf{u} + \mathbf{v} = \langle 2 + (-3),\ -1 + 5 \rangle = \langle -1, 4 \rangle\)
Choice B subtracts the vectors rather than adding them. Choice C gets the \(x\)-component right but subtracts the \(y\)-components instead of adding.
- Find \(3\mathbf{v}\) for the vector below.
- \(\langle -6, 15 \rangle\)
- \(\langle 1, 8 \rangle\)
- \(\langle 6, 15 \rangle\)
- \(\langle -5, 2 \rangle\)
Scalar multiplication distributes to each component:
\(3\mathbf{v} = \langle 3(-2),\ 3(5) \rangle = \langle -6, 15 \rangle\)
Choice B adds 3 to each component instead of multiplying. Choice C multiplies correctly but drops the negative sign on the \(x\)-component.
- Find the unit vector in the direction of \(\mathbf{v}\).
- \(\left\langle \large{\frac{3}{5}}, \large{\frac{4}{5}} \right\rangle\)
- \(\left\langle \large{\frac{3}{4}}, \normalsize{1} \right\rangle\)
- \(\left\langle \large{\frac{1}{6}}, \large{\frac{1}{8}} \right\rangle\)
- \(\left\langle \large{\frac{4}{5}}, \large{\frac{3}{5}} \right\rangle\)
A unit vector is found by dividing each component by the vector’s magnitude.
First, find \(|\mathbf{v}|\):
\(|\mathbf{v}| = \sqrt{6^2 + 8^2} = \sqrt{36 + 64} = \sqrt{100} = 10\)
Then divide each component by 10 and simplify:
\(\hat{\mathbf{v}} = \left\langle \dfrac{6}{10},\ \dfrac{8}{10} \right\rangle = \left\langle \dfrac{3}{5},\ \dfrac{4}{5} \right\rangle\)
Choice C takes the reciprocal of each component rather than dividing by the magnitude. Choice D swaps the two components.
- Find the dot product \(\mathbf{u} \cdot \mathbf{v}\) for the vectors below.
- 5
- 11
- −5
- 3
The dot product multiplies corresponding components and adds the results:
\(\mathbf{u} \cdot \mathbf{v} = (2)(4) + (3)(-1) = 8 + (-3) = 5\)
Choice B adds all four components together without multiplying pairs. Choice C gets the sign wrong by treating −3 as positive.
- Which of the following vectors is parallel to \(\mathbf{v}\)?
- \(\langle 1, 2 \rangle\)
- \(\langle -1, 2 \rangle\)
- \(\langle 4, -2 \rangle\)
- \(\langle 2, 4 \rangle\)
Two vectors are parallel if one is a scalar multiple of the other. Check each choice against \(\mathbf{v} = \langle 2, -4 \rangle\):
- The \(y\)-component should be negative for a scalar multiple of \(\mathbf{v}\), so this is not parallel.
\(\langle -1, 2 \rangle\):
- \(-\large{\frac{1}{2}}\)\(\:\cdot \langle 2, -4 \rangle = \langle -1, 2 \rangle\) is a scalar multiple, so it is parallel.
\(\langle 4, -2 \rangle\):
- The ratio of \(x\)-components is \(\frac{4}{2} = 2\), but the ratio of \(y\)-components is \(\frac{-2}{-4} = \frac{1}{2}\). These are not equal, so the vectors are not proportional.
\(\langle 2, 4 \rangle\):
- The \(y\)-component is positive, while \(\mathbf{v}\) has a negative \(y\)-component, so no real scalar multiple produces this.
- Are vectors \(\mathbf{u}\) and \(\mathbf{v}\) orthogonal?
- Yes, because their dot product is 0.
- No, because their dot product is not 0.
- Yes, because their magnitudes are equal.
- No, because neither vector is a scalar multiple of the other.
Two vectors are orthogonal if and only if their dot product equals 0.
Compute \(\mathbf{u} \cdot \mathbf{v}\):
\(\mathbf{u} \cdot \mathbf{v} = (3)(-4) + (4)(3) = -12 + 12 = 0\)
Since the dot product is 0, the vectors are orthogonal. Choice C confuses the condition — equal magnitudes have nothing to do with orthogonality. Choice D describes a condition for non-parallel vectors, which is a completely separate concept.
- Find the angle between \(\mathbf{u}\) and \(\mathbf{v}\).
- 45°
- 30°
- 60°
- 90°
The angle \(\theta\) between two vectors satisfies \(\cos \theta = \frac{\mathbf{u} \cdot \mathbf{v}}{|\mathbf{u}||\mathbf{v}|}\). Compute each part:
\(\mathbf{u} \cdot \mathbf{v} = (1)(1) + (1)(0) = 1\)
\(|\mathbf{u}| = \sqrt{1^2 + 1^2} = \sqrt{2},\)\(\: |\mathbf{v}| = \sqrt{1^2 + 0^2} = 1\)
\(\cos \theta = \dfrac{1}{\sqrt{2} \cdot 1} = \dfrac{1}{\sqrt{2}} \: \Rightarrow \: \theta = 45°\)
Choice D would result from a dot product of 0, which would indicate orthogonal vectors — that is not the case here.
- A vector has a magnitude of 10 and a direction angle of 30°. Which of the following is its component form?
- \(\langle 5\sqrt{3},\ 5 \rangle\)
- \(\langle 5,\ 5\sqrt{3} \rangle\)
- \(\langle 5\sqrt{3},\ 5\sqrt{3} \rangle\)
- \(\langle 10,\ 0 \rangle\)
A vector with magnitude \(r\) and direction angle \(\theta\) has component form \(\langle r\cos\theta,\ r\sin\theta \rangle\). Substituting \(r = 10\) and \(\theta = 30°\):
\(\left\langle 10\cos 30°,\ 10\sin 30° \right\rangle\)\(\:= \left\langle 10 \cdot \dfrac{\sqrt{3}}{2},\ 10 \cdot \dfrac{1}{2} \right\rangle = \langle 5\sqrt{3},\ 5 \rangle\)
Choice B swaps the sine and cosine values. Choice C uses \(\sin 45° = \cos 45°\) as if the angle were 45°. Choice D corresponds to a direction angle of 0°.
- Using the formula below, find the projection of \(\mathbf{u} = \langle 4, 3 \rangle\) onto \(\mathbf{v} = \langle 1, 0 \rangle\).
- \(\langle 4, 0 \rangle\)
- \(\langle 0, 3 \rangle\)
- \(\langle 4, 3 \rangle\)
- \(\langle 1, 0 \rangle\)
Apply the formula with \(\mathbf{u} = \langle 4, 3 \rangle\) and \(\mathbf{v} = \langle 1, 0 \rangle\):
\(\mathbf{u} \cdot \mathbf{v} = (4)(1) + (3)(0) = 4\)
\(|\mathbf{v}|^2 = 1^2 + 0^2 = 1\)
\(\text{proj}_{\mathbf{v}}\,\mathbf{u} = \dfrac{4}{1} \cdot \langle 1, 0 \rangle = \langle 4, 0 \rangle\)
Since \(\mathbf{v}\) points along the \(x\)-axis, projecting \(\mathbf{u}\) onto it keeps only the \(x\)-component. Choice B is the component of \(\mathbf{u}\) perpendicular to \(\mathbf{v}\), not the projection onto it. Choice C returns the original vector unchanged.
- Find \(\mathbf{u} − \mathbf{v}\) for the vectors below.
- \(\langle 2, -6 \rangle\)
- \(\langle 8, 2 \rangle\)
- \(\langle -2, 6 \rangle\)
- \(\langle 2, 6 \rangle\)
Subtract the corresponding components of \(\mathbf{v}\) from \(\mathbf{u}\):
\(\mathbf{u} \:- \mathbf{v} = \langle 5 – 3,\ -2 – 4 \rangle = \langle 2, -6 \rangle\)
Choice B adds the vectors instead of subtracting. Choice C reverses the order and computes \(\mathbf{v} − \mathbf{u}\). Choice D gets the \(x\)-component right but treats \(-2-4\) as positive 6.
- Find the value of \(k\) that makes vectors \(\mathbf{u}\) and \(\mathbf{v}\) parallel.
- 3
- 4
- 6
- 18
For two vectors to be parallel, their components must be proportional. Set up the ratio and solve:
\(\dfrac{k}{2} = \dfrac{9}{6} = \dfrac{3}{2}\)
\(k = 3\)
Choice D comes from multiplying \(9 \times 2\) rather than finding a proportional value. Choice C is the denominator of the simplified ratio, not the solution for \(k\).
- A boat travels due east at 30 mph. A current pushes it due north at 40 mph. What is the magnitude of the boat’s resultant velocity?
- 50 mph
- 70 mph
- 10 mph
- \(10\sqrt{7}\) mph
The two velocity vectors point in perpendicular directions (east and north), so their resultant magnitude is found using the Pythagorean theorem:
\(|\mathbf{r}| = \sqrt{30^2 + 40^2} = \sqrt{900 + 1{,}600}\)\(\: = \sqrt{2{,}500} = 50\)
Choice B simply adds the two speeds, which would only be valid if both velocities were in the same direction. Choice C subtracts them. This is a classic 3-4-5 Pythagorean triple scaled by 10.
- Find the direction angle of vector \(\mathbf{v}\) to the nearest degree.
- 135°
- 45°
- 225°
- 315°
The direction angle is measured counterclockwise from the positive \(x\)-axis. Since the \(x\)-component is negative and the \(y\)-component is positive, the vector lies in Quadrant II.
Find the reference angle first:
\(\alpha = \arctan\left(\dfrac{|3|}{|-3|}\right) = \arctan(1) = 45°\)
For a Quadrant II vector, subtract the reference angle from 180°:
\(\theta = 180° – 45° = 135°\)
Choice B is only the reference angle and ignores the quadrant. Choice C would place the vector in Quadrant III, and Choice D in Quadrant IV.
- Express vector \(\mathbf{w}\) as a linear combination of \(\mathbf{u}\) and \(\mathbf{v}\).
- \(\mathbf{w} = \mathbf{u} + 2\mathbf{v}\)
- \(\mathbf{w} = 2\mathbf{u} + \mathbf{v}\)
- \(\mathbf{w} = \mathbf{u} – 2\mathbf{v}\)
- \(\mathbf{w} = 3\mathbf{u} – \mathbf{v}\)
Set \(a\mathbf{u} + b\mathbf{v} = \mathbf{w}\) and write a system using the components:
\(a(1) + b(2) = 5 \: \Rightarrow \: a + 2b = 5\)
\(a(2) + b(-1) = 0 \: \Rightarrow \: 2a – b = 0\)
From the second equation, \(b = 2a\). Substituting into the first:
\(a + 2(2a) = 5 \: \Rightarrow \: 5a = 5 \: \Rightarrow \: a = 1,\ b = 2\)
So \(\mathbf{w} = \mathbf{u} + 2\mathbf{v}\).