Vector-Valued Functions
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AP Precalculus › Vector-Valued Functions
With $\mathbf{r}(t)=\langle(v\cos a)t,,(v\sin a)t-4.9t^2\rangle$, what does $\mathbf{r}(2)$ represent in context?
The total distance traveled from $t=0$ to $t=2$.
The launch angle $a$ measured from the horizontal axis.
The position vector of the projectile at $t=2$ seconds.
The acceleration vector, which is constant for all $t$.
Explanation
This question tests AP Precalculus skills: understanding vector-valued functions and parameter effects. Vector-valued functions represent dynamic systems with vectors dependent on parameters, describing motion or transformations in space. In this problem, r(t) represents the position vector of a projectile at time t, and r(2) means substituting t = 2 into the function. Choice A is correct because r(2) = ⟨(v cos a)·2, (v sin a)·2 - 4.9·2²⟩ gives the exact position coordinates at 2 seconds. Choice B is incorrect because acceleration is the second derivative, not the position function itself. To help students: Connect vector notation to physical meaning, practice evaluating functions at specific times, and reinforce that r(t) tracks position over time. Watch for: confusing position, velocity, and acceleration vectors, or misunderstanding function evaluation.
A robot scales a planned 2D path by $S=\begin{pmatrix}2&0\0&1\end{pmatrix}$; which point results from $S\langle 3,5\rangle$?
$\langle 5,6\rangle$
$\langle 1.5,5\rangle$
$\langle 6,5\rangle$
$\langle 3,10\rangle$
Explanation
This question tests AP Precalculus skills: understanding vector-valued functions and matrix transformations for scaling operations. Scaling matrices multiply specific components by different factors, useful in robotics for adjusting path dimensions independently. In this problem, the scaling matrix S = [[2,0],[0,1]] scales the x-component by 2 and leaves the y-component unchanged. Choice A is correct because S⟨3, 5⟩ = [[2,0],[0,1]] × [3,5] = [2×3 + 0×5, 0×3 + 1×5] = [6, 5] = ⟨6, 5⟩. Choice B is incorrect because it appears to double the y-component instead of the x-component. To help students: Understand diagonal matrices as independent scalers, practice matrix-vector multiplication, and visualize geometric effects of scaling. Watch for: confusing which component gets scaled by which diagonal entry, arithmetic errors in multiplication.
A camera rig uses $A=\begin{pmatrix}0&-1\1&0\end{pmatrix}$ on $\mathbf{p}=\langle 4,1\rangle$; what is $A\mathbf{p}$?
$\langle 1,4\rangle$
$\langle 4,-1\rangle$
$\langle -4,1\rangle$
$\langle -1,4\rangle$
Explanation
This question tests AP Precalculus skills: understanding vector-valued functions and matrix transformations in engineering applications. Matrix-vector multiplication is fundamental in transforming vectors, with rotation matrices being a key application in camera systems and robotics. In this problem, we multiply the rotation matrix A = [[0,-1],[1,0]] by vector p = ⟨4, 1⟩. Choice B is correct because Ap = [[0,-1],[1,0]] × [4,1] = [0×4 + (-1)×1, 1×4 + 0×1] = [-1, 4] = ⟨-1, 4⟩, which represents a 90° counterclockwise rotation. Choice A is incorrect because it appears to be the original vector with components swapped, not the result of the matrix multiplication. To help students: Practice matrix-vector multiplication step by step, visualize geometric transformations, and verify results by checking rotation properties. Watch for: errors in matrix multiplication order, sign errors in calculations.
A drone path is $\mathbf{r}(t)=\langle 3t,2t^2,0\rangle$; what does $\mathbf{r}(2)$ represent in context?
The position vector at $t=2$
The direction angle of flight
The speed at $t=2$
A 2D point with a nonzero $k$-value
Explanation
This question tests AP Precalculus skills: understanding vector-valued functions and evaluating position vectors at specific parameter values. Vector-valued functions r(t) give position as a function of time, and evaluating at a specific t-value gives the position at that instant. In this problem, r(t) = ⟨3t, 2t², 0⟩ represents a drone's path, and we need to interpret r(2). Choice A is correct because r(2) = ⟨3(2), 2(2)², 0⟩ = ⟨6, 8, 0⟩ represents the position vector (location) of the drone at time t = 2. Choice B is incorrect because r(2) gives position, not speed; speed would require calculating |r'(2)|. To help students: Distinguish between position, velocity, and speed in vector contexts, practice substituting parameter values, and interpret results physically. Watch for: confusion between position and velocity vectors, misunderstanding what vector function evaluation represents.
For $\mathbf{r}(t)=\langle(v\cos a)t,,(v\sin a)t-4.9t^2\rangle$, which parameter change increases initial vertical velocity?
Decrease $t$ while keeping $v$ and $a$ fixed.
Decrease $a$ while keeping $v$ fixed.
Replace $-4.9t^2$ with $-4.9t$ to remove curvature.
Increase $a$ while keeping $v$ fixed.
Explanation
This question tests AP Precalculus skills: understanding vector-valued functions and parameter effects. Vector-valued functions represent dynamic systems with vectors dependent on parameters, describing motion or transformations in space. In this problem, the initial vertical velocity component is (v sin a), which depends on both v and angle a. Choice B is correct because increasing a (while keeping v fixed) increases sin a for angles between 0° and 90°, thus increasing the vertical velocity component. Choice A is incorrect because decreasing a would reduce sin a and lower the initial vertical velocity. To help students: Use unit circle knowledge to understand how sin a changes with angle, practice decomposing velocity vectors, and connect mathematical expressions to physical motion. Watch for: confusion about trigonometric function behavior, or mixing up horizontal and vertical components.
A projectile has $\mathbf{r}(t)=\langle(v\cos a)t,,(v\sin a)t-4.9t^2\rangle$; how does increasing $v$ change the path?
It adds a constant $k$-component to the position vector.
It makes both components larger in magnitude for each $t$.
It changes only the vertical component because gravity acts downward.
It rotates the path by angle $a$ without changing range.
Explanation
This question tests AP Precalculus skills: understanding vector-valued functions and parameter effects. Vector-valued functions represent dynamic systems with vectors dependent on parameters, describing motion or transformations in space. In this problem, the function r(t) = ⟨(v cos a)t, (v sin a)t - 4.9t²⟩ represents projectile motion, where v is the initial velocity magnitude. Choice B is correct because increasing v scales both velocity components proportionally - the horizontal component (v cos a)t and vertical component (v sin a)t both increase linearly with v, making the overall path larger. Choice A is incorrect because changing v doesn't rotate the path; the angle a controls direction. To help students: Emphasize how parameters multiply through expressions, use physical examples like throwing a ball harder, and practice identifying which parameters affect which components. Watch for: confusion between velocity magnitude v and angle a, or thinking gravity term -4.9t² depends on v.
A camera uses $A=\begin{pmatrix}1&0\0&-1\end{pmatrix}$ on $\mathbf{r}(t)$; what transformation does $A\mathbf{r}(t)$ apply?
A translation right by 1 unit and up by 1 unit.
A 90° rotation about the origin.
A reflection across the $x$-axis.
A uniform scaling by factor 2 in both directions.
Explanation
This question tests AP Precalculus skills: understanding vector-valued functions and parameter effects. Vector-valued functions represent dynamic systems with vectors dependent on parameters, describing motion or transformations in space. In this problem, matrix A = [[1,0],[0,-1]] is applied to vector r(t), transforming its components. Choice B is correct because this matrix keeps x-components unchanged (multiplied by 1) while negating y-components (multiplied by -1), creating a reflection across the x-axis. Choice A is incorrect because a 90° rotation requires a different matrix structure with sine and cosine terms. To help students: Practice matrix-vector multiplication step by step, visualize transformations geometrically, and memorize common transformation matrices. Watch for: confusing reflection matrices with rotation matrices, or misapplying matrix multiplication rules.
A robot arm uses $\mathbf{r}(t)=R(a)\langle Lt,0,0\rangle$; what does increasing $a$ change most directly?
The motion gains a $k$-component automatically
The direction of motion in the $i$-$j$ plane
The segment length $L$
The time variable $t$ becomes constant
Explanation
This question tests AP Precalculus skills: understanding vector-valued functions and rotation matrices in engineering applications. Vector-valued functions can incorporate transformation matrices like R(a) that rotate vectors, commonly used in robotics and mechanical systems. In this problem, r(t) = R(a)⟨Lt, 0, 0⟩ represents a robot arm where R(a) is a rotation matrix and L is segment length. Choice A is correct because R(a) is a rotation matrix that changes the direction of the vector in the i-j plane, rotating the arm's orientation by angle a. Choice B is incorrect because L appears as a scalar multiplier inside the vector, not affected by the rotation matrix R(a). To help students: Practice matrix-vector multiplication, visualize rotations geometrically, and connect mathematical transformations to physical movements. Watch for: confusion about what rotation matrices do, mixing up scalar parameters with transformation effects.
A launcher uses $\mathbf{r}(t)=\langle(v\cos a)t,,(v\sin a)t-4.9t^2\rangle$; which vector is the velocity $\mathbf{v}(t)$?
$\langle 0,,-9.8\rangle$
$\langle(v\cos a)t,,(v\sin a)t-4.9t^2\rangle$
$\langle v\cos a,,v\sin a-9.8t\rangle$
$\langle v\sin a,,v\cos a-9.8t\rangle$
Explanation
This question tests AP Precalculus skills: understanding vector-valued functions and parameter effects. Vector-valued functions represent dynamic systems with vectors dependent on parameters, describing motion or transformations in space. In this problem, velocity v(t) is the derivative of position r(t) = ⟨(v cos a)t, (v sin a)t - 4.9t²⟩. Choice A is correct because differentiating gives v(t) = ⟨v cos a, v sin a - 9.8t⟩, where the constant terms remain and the t² term becomes linear. Choice B is incorrect as it shows the position function, not its derivative. To help students: Practice differentiation of vector functions component-wise, understand physical meaning of derivatives (position → velocity → acceleration), and recognize standard projectile motion patterns. Watch for: forgetting to differentiate, confusing position with velocity, or errors in power rule application.
A simulator applies $S=\begin{pmatrix}2&0\0&1\end{pmatrix}$ to $\mathbf{r}(t)$; what does $S\mathbf{r}(t)$ do?
It doubles the $x$-values but leaves $y$ unchanged.
It doubles the $y$-values but leaves $x$ unchanged.
It swaps the $x$- and $y$-components of the vector.
It rotates the path 180° about the origin.
Explanation
This question tests AP Precalculus skills: understanding vector-valued functions and parameter effects. Vector-valued functions represent dynamic systems with vectors dependent on parameters, describing motion or transformations in space. In this problem, matrix S = [[2,0],[0,1]] is a diagonal scaling matrix applied to r(t). Choice B is correct because this matrix multiplies x-components by 2 (stretching horizontally) while multiplying y-components by 1 (leaving them unchanged). Choice A is incorrect because it reverses which component is scaled. To help students: Work through matrix multiplication explicitly showing S·⟨x,y⟩ = ⟨2x,y⟩, visualize diagonal matrices as independent scalings, and practice identifying transformation effects. Watch for: mixing up which diagonal entry affects which component, or misunderstanding scaling transformations.