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AP Precalculus › Vectors
A drone flies in a steady wind, modeled with vectors (magnitude and direction). The drone’s air-velocity is $\vec{d}=6\mathbf{i}+1\mathbf{j}+0\mathbf{k}$ (m/s), and the wind velocity is $\vec{w}=-2\mathbf{i}+3\mathbf{j}+0\mathbf{k}$ (m/s). The drone’s ground velocity is the vector sum $\vec{g}=\vec{d}+\vec{w}$ because both effects act simultaneously. Subtraction represents “removing” an effect: if you know $\vec{g}$ and $\vec{w}$, then $\vec{d}=\vec{g}-\vec{w}$. The coordinate axes use $x$ east and $y$ north; arrows indicate direction. Refer to the vectors described in the passage. Determine the magnitude of the resultant vector $\vec{g}$.
$\sqrt{32}$ m/s
$\sqrt{52}$ m/s
$\sqrt{8}$ m/s
$\sqrt{20}$ m/s
Explanation
This question tests AP Precalculus skills in vectors, specifically vector addition and magnitude calculation using the Pythagorean theorem. Vectors combine effects acting simultaneously, such as a drone's air velocity and wind velocity producing a ground velocity. In this scenario, the ground velocity g = d + w = (6-2)i + (1+3)j = 4i + 4j represents the combined effect of drone motion and wind. Choice B is correct because the magnitude of g = 4i + 4j is calculated as √(4² + 4²) = √(16 + 16) = √32, using the formula |v| = √(x² + y²) for a 2D vector. Choice C is incorrect because it appears to calculate √(6² + 4²) = √52, possibly using incorrect components or confusing which vector's magnitude to find. To help students: Emphasize performing vector addition first, then calculating magnitude. Practice identifying when to add vectors versus when to find magnitudes, as these operations occur in different orders.
An engineering test cable is pulled by a force $\vec{F}=\langle 3,-4,0\rangle=3\mathbf{i}-4\mathbf{j}+0\mathbf{k}$ kN, where magnitude is the pull strength and direction is along the cable. The technician doubles the load to model a stronger test, using scalar multiplication $k\vec{F}$ with k = 2. Refer to the vectors described in the passage. How does the scalar multiplication of $\vec{F}$ affect its magnitude?
It doubles the magnitude and keeps direction.
It triples the magnitude and keeps direction.
It keeps magnitude and rotates $90^\circ$.
It halves the magnitude and reverses direction.
Explanation
This question tests AP Precalculus skills in vectors, specifically scalar multiplication and its effect on magnitude and direction. Scalar multiplication of a vector changes its magnitude by the absolute value of the scalar and reverses direction if the scalar is negative. In this scenario, multiplying force vector $\vec{F}=\langle 3,-4,0\rangle$ by scalar $k=2$ gives $2\vec{F}=\langle 6,-8,0\rangle$. Choice B is correct because scalar multiplication by 2 doubles the magnitude while keeping the same direction (since 2 is positive). The original magnitude is $|\vec{F}|=\sqrt{9+16}=5$ kN, and after multiplication, $|2\vec{F}|=\sqrt{36+64}=10$ kN, confirming the doubling. Choice A is incorrect because it describes multiplication by -0.5, not 2. To help students: Emphasize that positive scalars preserve direction while changing magnitude proportionally. Practice calculating magnitudes before and after scalar multiplication, and watch for confusion between the effects of positive versus negative scalars.
A robot arm moves in 3D with displacement a=$2\mathbf{i}-1\mathbf{j}+3\mathbf{k}$ cm and correction b=$-4\mathbf{i}+5\mathbf{j}-1\mathbf{k}$ cm; vectors have magnitude and direction. Refer to the vectors described in the passage. What is the resultant vector when a and b are added?
$2\mathbf{i}+4\mathbf{j}+2\mathbf{k}$ cm
$-2\mathbf{i}+6\mathbf{j}-4\mathbf{k}$ cm
$-2\mathbf{i}+4\mathbf{j}+2\mathbf{k}$ cm
$6\mathbf{i}-6\mathbf{j}+4\mathbf{k}$ cm
Explanation
This question tests AP Precalculus skills in vectors, specifically three-dimensional vector addition. Vectors are quantities having both magnitude and direction, extended to 3D space for robotics and spatial applications. In this scenario, a robot arm's displacement is corrected by adding another vector, requiring component-wise addition in three dimensions. Choice A is correct because vector addition works component-wise in 3D: (2i - 1j + 3k) + (-4i + 5j - 1k) = (2-4)i + (-1+5)j + (3-1)k = -2i + 4j + 2k cm. Choice B is incorrect because it appears to have sign errors in the i-component, possibly forgetting the negative sign on -4i. To help students: Extend 2D vector addition rules to 3D by treating each component independently. Use organized layouts showing i, j, and k components separately to avoid errors.
A bridge joint is modeled with two tension forces: $\vec{T}_1=\langle 8,0,0\rangle=8\mathbf{i}+0\mathbf{j}+0\mathbf{k}$ kN and $\vec{T}_2=\langle 3,4,0\rangle=3\mathbf{i}+4\mathbf{j}+0\mathbf{k}$ kN. Vectors have magnitude and direction; the difference $\vec{T}_2-\vec{T}_1$ compares their effects. Refer to the vectors described in the passage. What is the resultant vector when $\vec{T}_2$ and $\vec{T}_1$ are subtracted?
$\langle -11,-4,0\rangle$
$\langle -5,4,0\rangle$
$\langle 5,-4,0\rangle$
$\langle 11,4,0\rangle$
Explanation
This question tests AP Precalculus skills in vectors, specifically vector subtraction in structural analysis. Vector subtraction $\vec{T}_2-\vec{T}_1$ finds the difference between two vectors, showing how one vector must change to become the other. In this scenario, $\vec{T}_2-\vec{T}_1 = \langle 3,4,0\rangle - \langle 8,0,0\rangle = \langle 3-8, 4-0, 0-0\rangle = \langle -5,4,0\rangle$. Choice B is correct because it properly subtracts each component: x-component is 3-8=-5, y-component is 4-0=4, z-component is 0-0=0. Choice A is incorrect because it appears to add the vectors instead of subtracting them. To help students: Remember that vector subtraction means subtracting corresponding components, and be careful with the order (which vector comes first matters). Practice rewriting $\vec{a}-\vec{b}$ as $\vec{a}+(-\vec{b})$ to reinforce the concept.
A projectile launches with initial velocity $\vec{v}_0=\langle 12,16,0\rangle=12\mathbf{i}+16\mathbf{j}+0\mathbf{k}$ m/s. After 1 s, gravity contributes $\Delta\vec{v}=\langle 0,-9.8,0\rangle=0\mathbf{i}-9.8\mathbf{j}+0\mathbf{k}$ m/s. Vectors have magnitude and direction; new velocity is $\vec{v}_0+\Delta\vec{v}$. Refer to the vectors described in the passage. What is the resultant vector when $\vec{v}_0$ and $\Delta\vec{v}$ are added?
$\langle 2.2,16,0\rangle$
$\langle -12,6.2,0\rangle$
$\langle 12,6.2,0\rangle$
$\langle 12,25.8,0\rangle$
Explanation
This question tests AP Precalculus skills in vectors, specifically vector addition in projectile motion with gravity effects. Vectors can represent velocities with magnitude (speed) and direction, and velocity changes are found by vector addition. In this scenario, the new velocity after 1 second is $\vec{v}_0+\Delta\vec{v} = \langle 12,16,0\rangle + \langle 0,-9.8,0\rangle = \langle 12+0, 16+(-9.8), 0+0\rangle = \langle 12,6.2,0\rangle$. Choice A is correct because it properly adds the initial velocity and the change due to gravity: the x-component remains 12 (no horizontal acceleration), the y-component becomes 16-9.8=6.2 (gravity reduces upward velocity), and z remains 0. Choice B is incorrect because it appears to add 9.8 instead of subtracting it, ignoring that gravity acts downward. To help students: Emphasize that gravity contributes negative y-velocity in standard coordinates. Practice problems involving multiple time steps, and watch for sign errors with gravity.
An AC circuit uses phasors: voltage V=$6\mathbf{i}+8\mathbf{j}$ V and current I=$8\mathbf{i}-6\mathbf{j}$ A; vectors have magnitude and direction. Refer to the vectors described in the passage. Calculate the angle between V and I.
$45^\circ$
$90^\circ$
$0^\circ$
$180^\circ$
Explanation
This question tests AP Precalculus skills in vectors, specifically calculating angles between vectors using the dot product. Vectors are quantities having both magnitude and direction, used in AC circuit analysis where phase relationships are crucial. In this scenario, voltage and current phasors require finding their angular relationship through the dot product formula. Choice B is correct because the dot product V·I = (6)(8) + (8)(-6) = 48 - 48 = 0, and when the dot product equals zero, vectors are perpendicular (90° angle). Choice C is incorrect as 45° would require the dot product to equal |V||I|/√2, not zero. To help students: Remember that perpendicular vectors have zero dot product, parallel vectors have maximum dot product. Practice using cos θ = (u·v)/(|u||v|) and recognizing special cases like perpendicular and parallel vectors.
A robot controller stores a 3D velocity vector $\vec{v}=\langle 2,-1,3\rangle=2\mathbf{i}-1\mathbf{j}+3\mathbf{k}$ m/s, where magnitude is speed and direction is heading. It applies scalar multiplication with k = $-2$ for a reverse-and-scale maneuver. Refer to the vectors described in the passage. How does the scalar multiplication of $\vec{v}$ affect its magnitude?
Magnitude doubles, and direction reverses.
Magnitude stays same, and direction reverses.
Magnitude halves, and direction reverses.
Magnitude doubles, and direction stays same.
Explanation
This question tests AP Precalculus skills in vectors, specifically scalar multiplication with negative scalars and its effects on magnitude and direction. When a vector is multiplied by a negative scalar, the magnitude changes by the absolute value of the scalar and the direction reverses. In this scenario, multiplying $\vec{v}=\langle 2,-1,3\rangle$ by $k=-2$ gives $-2\vec{v}=\langle -4,2,-6\rangle$. Choice A is correct because the magnitude doubles (from $|\vec{v}|=\sqrt{4+1+9}=\sqrt{14}$ to $|-2\vec{v}|=\sqrt{16+4+36}=\sqrt{56}=2\sqrt{14}$) and the direction reverses (due to the negative scalar). Choice D is incorrect because it ignores the magnitude change that occurs with scalar multiplication. To help students: Emphasize that the absolute value of the scalar determines magnitude change, while its sign determines direction. Practice with both positive and negative scalars, and watch for students who forget that magnitude always remains positive.
A bridge cable tension is T=$9\mathbf{i}+12\mathbf{j}$ kN and a support reaction is R=$4\mathbf{i}-5\mathbf{j}$ kN; vectors have magnitude and direction. Refer to the vectors described in the passage. What is the resultant vector when T and R are added?
$5\mathbf{i}+17\mathbf{j}$ kN
$13\mathbf{i}+17\mathbf{j}$ kN
$13\mathbf{i}+7\mathbf{j}$ kN
$-13\mathbf{i}-7\mathbf{j}$ kN
Explanation
This question tests AP Precalculus skills in vectors, specifically vector addition with engineering applications. Vectors are quantities having both magnitude and direction, crucial for analyzing structural forces in engineering. In this scenario, cable tension and support reaction vectors combine to find the total force effect on the bridge structure. Choice A is correct because vector addition is performed component-wise: (9i + 12j) + (4i - 5j) = (9+4)i + (12-5)j = 13i + 7j kN. Choice C is incorrect because it fails to properly subtract the negative j-component of R, adding 12 + 5 instead of 12 + (-5), a common sign error. To help students: Emphasize careful attention to signs when adding vectors, especially with negative components. Use color coding or separate calculations for i and j components to avoid mixing them.
A navigation app models two 2D vectors in a coordinate plane: $\vec{a}=\langle 4,1,0\rangle=4\mathbf{i}+1\mathbf{j}+0\mathbf{k}$ and $\vec{b}=\langle 1,5,0\rangle=1\mathbf{i}+5\mathbf{j}+0\mathbf{k}$. Vectors have magnitude and direction; the angle between them depends on the dot product. Refer to the vectors described in the passage. Calculate the angle between $\vec{a}$ and $\vec{b}$.
$\cos^{-1}!\left(\frac{9}{\sqrt{17}\sqrt{26}}\right)$
$\cos^{-1}!\left(\frac{21}{\sqrt{17}\sqrt{26}}\right)$
$\cos^{-1}!\left(\frac{9}{17+26}\right)$
$\cos^{-1}!\left(\frac{20}{\sqrt{17}\sqrt{26}}\right)$
Explanation
This question tests AP Precalculus skills in vectors, specifically finding the angle between vectors using the dot product formula. The angle between vectors is found using $\cos\theta = \frac{\vec{a}\cdot\vec{b}}{|\vec{a}||\vec{b}|}$, where the dot product measures how aligned the vectors are. In this scenario, $\vec{a}\cdot\vec{b} = (4)(1)+(1)(5)+(0)(0) = 4+5 = 9$, $|\vec{a}| = \sqrt{16+1} = \sqrt{17}$, and $|\vec{b}| = \sqrt{1+25} = \sqrt{26}$. Choice A is correct because it properly applies the formula: $\theta = \cos^{-1}\left(\frac{9}{\sqrt{17}\sqrt{26}}\right)$. Choice B is incorrect because it uses 21 instead of 9 for the dot product, likely from an arithmetic error. To help students: Break down the angle formula into steps - calculate dot product, find magnitudes, then divide. Practice computing dot products carefully, and watch for arithmetic errors in the numerator.
A crate rests in equilibrium: weight W=$-50\mathbf{j}$ N, horizontal push P=$20\mathbf{i}$ N, and rope tension T balances them. Vectors have magnitude and direction. Refer to the vectors described in the passage. Which vector represents the equilibrium in the system described?
$\mathbf{T}=20\mathbf{i}-50\mathbf{j}$ N
$\mathbf{T}=70\mathbf{i}+0\mathbf{j}$ N
$\mathbf{T}=-20\mathbf{i}-50\mathbf{j}$ N
$\mathbf{T}=-20\mathbf{i}+50\mathbf{j}$ N
Explanation
This question tests AP Precalculus skills in vectors, specifically equilibrium conditions and vector addition. Vectors are quantities having both magnitude and direction, essential in physics for analyzing forces in static equilibrium. In this scenario, three forces act on a crate at rest, requiring the tension vector T to balance the weight and push forces so their sum equals zero. Choice A is correct because for equilibrium, W + P + T = 0, so T = -(W + P) = -(-50j + 20i) = -20i + 50j N, which exactly balances the other forces. Choice C is incorrect because it only considers magnitudes without proper vector addition, failing to account for the vertical component needed to balance the weight. To help students: Emphasize that equilibrium means the vector sum equals zero, not just balancing magnitudes. Draw free body diagrams showing all forces and practice setting up equilibrium equations component by component.