9.4 Defining and Differentiating Vector-Valued Functions
So far in this unit, we’ve been delving deep into the functions of parametric equations. Now, we’re taking this knowledge and talking about vector-valued functions!

↖️ Vector Review
A vector is a quantity that has both direction and magnitude. Magnitude refers to the length of a vector. All vectors have horizontal and vertical components. They are written and defined based on these two components. For example, a vector with a horizontal component of 5 and a vertical component of 4 would be written as . While there are a couple of other methods of writing vectors, this kind of notation is used most frequently on the AP Calculus BC Exam!

Every vector is drawn with a head and a tail. The tail of the vector is the point at which the vector originates. If there is no additional information given, we can assume that the vector originates from (0,0) and that the tail of the vector is at (0,0). The head of the vector is the final point of the vector. In diagrams, the head of the vector is represented with an arrowhead.

The magnitude of the vector can be calculated based on the horizontal and vertical components of the vector. Let’s find the magnitude of the vector we used earlier, . This vector has a horizontal component of 5 and a vertical component of 4. We can find the magnitude by using the Pythagorean theorem and calculating for the hypotenuse. The Pythagorean theorem is . In this scenario, and . Therefore, . The magnitude of our vector is . The magnitude of the vector is written as ‖𝑣‖.
We can also calculate the direction of the vector from its horizontal and vertical components. We know that . For our example vector from earlier, . Using inverse tangent, we can calculate that .

We have now seen that we can calculate the magnitude and direction of a vector given its horizontal and vertical components. Similarly, we can also calculate the horizontal and vertical components from the magnitude and direction of the vector.
📐 Vector-Valued Functions
Think of as a vector composed of the two parametric functions and . We can write the vector as . If we wanted to differentiate this vector-valued function, we can write the derivative of the function as . Normal derivation rules apply to vector-valued functions! These rules are summarized in the image below.

✏️ Vector-Valued Functions Walkthrough
Let’s do a quick example!
Find .
Since we are asked to find , let’s begin by finding . We do this by taking the derivative of each of the components. We can start with the horizontal component, . The derivative of with respect to is .
The vertical component of is . The derivative of with respect to is .
Now, let’s put it all together!
We can then substitute $$$tr’(4)$$.
And now we simplify!
Now that we know a bit about vectors and vector-valued functions, let’s amp it up and try some practice problems :)
🤔 Practice Problems with Vector-Valued Functions
We have to two practice problems embedded in this study guide for you!
💭 Vector Practice Problem 1
Find given that
Let’s begin by finding the derivative of each of the components. We can start with the horizontal component, . The derivative of with respect to is .
The vertical component of is . The derivative of with respect to is .
Now, let’s put it all together!
We can then substitute for 2.
All that’s left to do is simplify!
Great work! Let’s try another practice problem.
💭 Vector Practice Problem 2
A particle moves along a path so that its position at any given time where is given by . Find the particle’s velocity vector at .
Here’s the solution!
A particle’s velocity vector is the first derivative of its position vector.
Therefore, . To find the particle’s velocity vector at , we can begin by taking the first derivative of the position vector.
We can start with the horizontal component, . The derivative of with respect to is .
The vertical component of is . The derivative of with respect to is .
Like earlier, let’s put it all together!
We can then substitute for .
All that’s left to do is simplify!
As you keep practicing, solving these problems will get easier and easier! Like always, practice is key. 🔑
You got this!!
Vocabulary
The following words are mentioned explicitly in the College Board Course and Exam Description for this topic.
| Term | Definition |
|---|---|
| derivative | The instantaneous rate of change of a function at a specific point, representing the slope of the tangent line to the function at that point. |
| vector-valued function | Functions that output vectors rather than scalar values, where each component is a function of the same independent variable. |
Frequently Asked Questions
How do I find the derivative of a vector-valued function?
Take the derivative component-wise. If r(t) =
What's the formula for differentiating vector functions?
If r(t) =
When do I use vector derivatives vs regular derivatives?
Use vector derivatives whenever your function gives a position or quantity as a vector of components that depend on a parameter (usually t). If r(t) =
Can someone explain how to differentiate r(t) = <3t², sin(t), e^t> step by step?
Think of r(t) = <3t^2, sin t, e^t> as a position vector with three component functions. Differentiate component-wise (AP CED CHA-3.H: extend single-variable rules to vectors). Step-by-step: - x(t) = 3t^2 → x'(t) = 6t - y(t) = sin t → y'(t) = cos t - z(t) = e^t → z'(t) = e^t So the velocity vector v(t) = r'(t) = <6t, cos t, e^t>. If you need acceleration, differentiate again component-wise: - x''(t) = 6 - y''(t) = -sin t - z''(t) = e^t So a(t) = r''(t) = <6, -sin t, e^t>. If asked for speed, compute |v(t)| = sqrt((6t)^2 + (cos t)^2 + (e^t)^2). No product/chain tricks were needed here—just apply basic derivative rules to each component. For quick review on AP vector derivatives check the Topic 9.4 study guide (https://library.fiveable.me/ap-calculus/unit-9/defining-differentiating-vector-valued-functions/study-guide/z7ZmELI67oVaf9UpfEEM) and hit up practice problems (https://library.fiveable.me/practice/ap-calculus).
I don't understand how to take derivatives of vector functions - is it just component by component?
Yes—you differentiate a vector-valued function component-wise. If r(t) =
What's the difference between differentiating scalar functions and vector-valued functions?
Short answer: the processes are the same idea but you work component-wise and keep vector rules in mind. Details: a vector-valued function r(t) = ⟨x(t), y(t), z(t)⟩ is differentiable exactly when each component is differentiable. You differentiate each component: r′(t)=⟨x′(t), y′(t), z′(t)⟩ (limit definition and basic rules extend to vectors). Interpretations: r(t) is position, r′(t) is velocity (vector), |r′(t)| is speed (scalar), and r″(t) is acceleration. For curvature/tangent work use the velocity to get the tangent vector and normalize for the unit tangent T(t)=r′(t)/|r′(t)| when |r′(t)|≠0. Product and chain rules hold but apply to components (and for dot/cross products use their product rules). A “smooth” curve means r′(t) is continuous and not zero. For AP BC review, see Topic 9.4 in the CED (CHA-3.H) and the Fiveable study guide (https://library.fiveable.me/ap-calculus/unit-9/defining-differentiating-vector-valued-functions/study-guide/z7ZmELI67oVaf9UpfEEM). For more practice, check the AP Calc practice bank (https://library.fiveable.me/practice/ap-calculus).
How do I solve vector derivative problems on the AP exam?
On the AP, solving vector-derivative problems is mostly mechanical—do everything component-wise and keep track of units. Steps you’ll use every time:
- Write r(t) =
Do I use the same derivative rules like product rule and chain rule for vector functions?
Yes—the same derivative ideas carry over, but applied component-wise and with a few vector-specific forms. - Component-wise: if r(t) =
Why does my calculator give me weird answers when I try to differentiate vector functions?
Usually your calculator is “weird” because it’s treating the whole vector like one expression instead of differentiating component-wise. For a vector r(t) =
I missed class on vector derivatives - how do they work exactly?
Vector derivatives work just like single-variable derivatives but done component-wise. If r(t) = ⟨x(t), y(t), z(t)⟩, then r′(t) = ⟨x′(t), y′(t), z′(t)⟩ (limit definition applies component-wise). r′ is the velocity vector; |r′(t)| is speed. r″(t) = ⟨x″, y″, z″⟩ is acceleration. The tangent direction is r′(t); the unit tangent T(t) = r′(t)/|r′(t)| when |r′(t)| ≠ 0 (smooth curve). Standard rules extend: product rule and chain rule hold for vector-valued functions (apply components or use vector rules). For second derivative d²y/dx² of a parametric curve use (d/dt (dy/dx))/(dx/dt) = (y″ x′ − y′ x″)/(x′)³. AP focus: be able to compute these, interpret velocity/acceleration, and use limit definition when needed (CED CHA-3.H). For step-by-step examples and AP-style practice, see the topic study guide (https://library.fiveable.me/ap-calculus/unit-9/defining-differentiating-vector-valued-functions/study-guide/z7ZmELI67oVaf9UpfEEM) and practice problems (https://library.fiveable.me/practice/ap-calculus).
When would I need to find the derivative of a parametric curve written as a vector?
You need the derivative of a parametric curve written as a vector whenever you want the curve’s instantaneous motion or direction—basically anytime you care about velocity, tangent lines, speed, or acceleration. If r(t) = ⟨x(t), y(t), z(t)⟩ then r′(t) = ⟨x′(t), y′(t), z′(t)⟩ (component-wise differentiation). Use r′(t) to: - find the tangent line: point r(t0) and direction r′(t0); - get speed: |r′(t)| (for arc length or how fast the particle moves); - get acceleration: r″(t) for concavity/force problems; - compute dy/dx for a parametric plane curve: (dy/dt)/(dx/dt); - check smoothness: r′(t) ≠ 0 on an interval. These are exactly the CHA-3.H skills on the AP BC CED. For a short study guide and examples on computing these derivatives and using them in motion problems, see the Topic 9.4 study guide (https://library.fiveable.me/ap-calculus/unit-9/defining-differentiating-vector-valued-functions/study-guide/z7ZmELI67oVaf9UpfEEM). For extra practice, Fiveable has lots of AP Calc problems (https://library.fiveable.me/practice/ap-calculus).
What does it mean when they ask for r'(t) in vector notation?
r′(t) means the derivative of a vector-valued position function r(t) = ⟨x(t), y(t), z(t)⟩ (or ⟨x(t), y(t)⟩) taken component-wise. In vector notation r′(t) = ⟨x′(t), y′(t), z′(t)⟩. Interpretation: r′(t) is the velocity vector (tangent vector) to the parametric curve at time t. Its magnitude |r′(t)| is the speed. You find r′(t) using the same derivative rules you know (sum, product, chain) applied to each component—e.g., differentiate x(t), y(t) separately. If asked for a unit tangent, T(t) = r′(t)/|r′(t)| once r′(t) ≠ 0. This is exactly what the AP CED expects for CHA-3.H: extend single-variable derivative rules to vector functions and identify velocity/acceleration (r″(t)). For a quick review see the Topic 9.4 study guide (https://library.fiveable.me/ap-calculus/unit-9/defining-differentiating-vector-valued-functions/study-guide/z7ZmELI67oVaf9UpfEEM) and try practice problems (https://library.fiveable.me/practice/ap-calculus).
How do I know if I'm supposed to find the derivative of each component separately?
Yes—when you differentiate a vector-valued function r(t) =
Is there a shortcut for differentiating vector-valued functions or do I have to do each part?
Short answer: yes—differentiate vector-valued functions component-wise. If r(t) = ⟨x(t), y(t), z(t)⟩ then r′(t) = ⟨x′(t), y′(t), z′(t)⟩. That’s the main “shortcut” the AP expects (CED CHA-3.H: extend single-variable rules to vectors). What else to know (quick list): - Velocity = r′(t); acceleration = r″(t); speed = |r′(t)|; tangent vector = r′(t); unit tangent = r′(t)/|r′(t)| when |r′| ≠ 0. - Product rule: d/dt [f(t)·r(t)] = f′(t)r(t) + f(t)r′(t) for scalar f. - Chain rule: for r(u(t)), d/dt r = r′(u(t))·u′(t) (apply to each component). - Use usual single-variable rules on each component (power, trig, exp, etc.). If you want practice, the topic study guide walks through examples (https://library.fiveable.me/ap-calculus/unit-9/defining-differentiating-vector-valued-functions/study-guide/z7ZmELI67oVaf9UpfEEM) and there are 1000+ practice problems at (https://library.fiveable.me/practice/ap-calculus).
I'm confused about notation - what's the difference between r'(t) and dr/dt for vectors?
They're the same thing: r'(t) and dr/dt both mean "the derivative of the vector-valued position function r(t)." For a position vector r(t) =