Lesson 55 — Higher-Order Derivatives
Second derivative (concavity, acceleration), third derivative (jerk), nth-order formulas, inflection points, and a preview of Taylor series.
Used in: Cálculo I (Brasil) · Equiv. Math III japonês (cap. 4) · Equiv. Analysis LK alemão
Rigorous notation, full derivation, hypotheses
Rigorous Definition
Higher-Order Derivatives
"If , then the second derivative of is the derivative of and is denoted or . The process of calculating successive derivatives is called repeated differentiation." — OpenStax Calculus Vol. 1, §3.2
Equivalent Notations
| Notation | Reading | Observation |
|---|---|---|
| "f double prime of x" | Newton; | |
| "d squared y over d x squared" | Leibniz | |
| "D squared f" | operational | |
| "y double dot" | physics; independent variable is | |
| "f nth of x" | general order | |
| "d nth y" | general Leibniz |
Table: Closed-form -th order formulas
| Validity | ||
|---|---|---|
| , | ||
| ; zero if | ||
| , | ||
| , |
Geometric Meaning — Concavity
"If for all in , then is concave up on . If for all in , then is concave down on ." — Active Calculus, §1.6
Concavity determined by the sign of f''. On the blue curve, f'' > 0 — the function "opens upwards". On the orange curve, f'' < 0 — the function "closes downwards".
Leibniz Rule for Product
A perfect analogue of Newton's binomial theorem: replace power with the corresponding order derivative.
Taylor Polynomial of Degree
Solved Examples
Exercise list
40 exercises · 10 with worked solution (25%)
- Ex. 55.1Application
Let . Calculate and .
- Ex. 55.2Application
Let . Calculate .
- Ex. 55.3Application
Let . Calculate .
- Ex. 55.4Application
Let . Calculate .
- Ex. 55.5Application
Let . Calculate .
- Ex. 55.6ApplicationAnswer key
Let . Calculate .
- Ex. 55.7Application
Let . Calculate .
- Ex. 55.8Application
Let . Calculate .
- Ex. 55.9ApplicationAnswer key
Let . Calculate .
- Ex. 55.10Application
Let . Calculate .
- Ex. 55.11ApplicationAnswer key
Let . Calculate .
- Ex. 55.12Application
Let . Calculate .
- Ex. 55.13Application
Let . Determine for all .
- Ex. 55.14ApplicationAnswer key
Determine .
- Ex. 55.15Application
Let . Determine the general formula .
- Ex. 55.16Application
For , determine the inflection points and intervals of concavity.
- Ex. 55.17Application
For , determine the intervals of concavity and the inflection point.
- Ex. 55.18ApplicationAnswer key
For , calculate .
- Ex. 55.19Application
For , determine the inflection points.
- Ex. 55.20Understanding
If , can we conclude that is an inflection point of ?
- Ex. 55.21Understanding
If and , what can be concluded about ?
- Ex. 55.22Application
Determine the concavity of throughout its domain.
- Ex. 55.23ApplicationAnswer key
Analyze the concavity of and identify the inflection point.
- Ex. 55.24Application
For , determine the intervals of concavity and the inflection points.
- Ex. 55.25Understanding
Explain why and why for all .
- Ex. 55.26ApplicationAnswer key
Derive the formula for from the product rule, and identify the analogy with Newton's binomial theorem.
- Ex. 55.27Application
Let . Calculate .
- Ex. 55.28Modeling
Position of a particle: (meters, in seconds). Calculate , , and , and interpret .
- Ex. 55.29Modeling
Pendulum: . Calculate and verify that .
- Ex. 55.30Modeling
Production cost: (RC''(q)$ and interpret the inflection point as "minimum marginal cost".
- Ex. 55.31ModelingAnswer key
Vehicle position: (meters). Calculate , , and determine when acceleration is zero.
- Ex. 55.32Modeling
Projectile height: . Calculate and identify its physical meaning.
- Ex. 55.33Modeling
In a mechanical system, the potential energy has a critical point at . What does versus imply about the stability of the equilibrium?
- Ex. 55.34Modeling
Using the first three derivatives of at , write the Taylor polynomial and estimate the error for .
- Ex. 55.35ModelingAnswer key
Write the Taylor polynomial of degree 2 for around and verify for .
- Ex. 55.36Challenge
Calculate for and write the Taylor polynomial around .
- Ex. 55.37Challenge
For (), calculate using logarithmic differentiation.
- Ex. 55.38Challenge
State Leibniz's formula and describe the structure of the induction argument that proves it.
- Ex. 55.39ProofAnswer key
Proof. Let be twice differentiable on , with and . Does there exist with ? Justify.
- Ex. 55.40Proof
Proof. Prove that if is twice differentiable and on , then is convex on .
Sources
- Active Calculus 2.0 — Boelkins · 2024 · §1.6 (The Second Derivative), §8.3 (Taylor Polynomials). Primary source. CC-BY-NC-SA.
- Calculus, Volume 1 — OpenStax · 2016 · §3.2 (The Derivative as a Function), §4.5 (Derivatives and the Shape of a Graph). CC-BY-NC-SA.
- APEX Calculus — Hartman et al. · 2024 · v5 · §2.2 (Interpretations of the Derivative), §3.4 (Concavity and the Second Derivative). CC-BY-NC.