Inflection Point: Definition, Graph and Example

Inflection Point: Definition, Graph and Example

Edited By Komal Miglani | Updated on Jul 02, 2025 07:51 PM IST

Concavity and Point of Inflection is an important concepts in calculus. It is useful in understanding the relationship between curves and their slopes. The monotonic function is either increasing or decreasing. These concepts of monotonicity have been broadly applied in branches of mathematics, physics, engineering, economics, and biology.

This Story also Contains
  1. Concavity
  2. Point of inflection
  3. Solved Examples Based on Concavity and Point of Inflection
Inflection Point: Definition, Graph and Example
Inflection Point: Definition, Graph and Example

In this article, we will cover the concept of Monotonicity. This topic falls under the broader category of Calculus, which is a crucial chapter in Class 11 Mathematics. This is very important not only for board exams but also for competitive exams, which even include the Joint Entrance Examination Main and other entrance exams: SRM Joint Engineering Entrance, BITSAT, WBJEE, and BCECE.

Concavity

If $f^{\prime \prime}(x)>0$ in the interval $(a, b)$ then shape of $\mathrm{f}(\mathrm{x})$ in interval $(a, b)$ is concave when observed from upwards or convex down.

For convexity:
If $f^{\prime \prime}(x)<0$ in the interval $(a, b)$ then it is convex upward or concave down.

Point of inflection

If at $x=a$ the shape of the curve changes from concave to convex or from convex to concave. Then $\mathrm{x}=\mathrm{a}$ is known as the point of inflection and $f^{\prime \prime}(x)=0 $ at $x=a$

A point on the graph where the curve changes its concavity (upward to downward or downward to upward) is called a point of inflection.

If $f^{\prime}(x)$ does not change sign as $x$ increases through $c$, then $c$ is neither a point of local maxima nor a point of local minima. In fact, such a point is called a point of inflection

The tangent of the smooth curve at the point of inflection '$a$' crosses the curve. Also, the second derivative $\mathrm{f}^{\prime \prime}(\mathrm{x})$ changes sign at neighbourhood of point of inflection. So, $\mathrm{f}^{\prime \prime}(\mathrm{x})=0$ (if exists) at the point of inflection.

But if the second derivative of the function $f(x)$ is zero at some point say $x= a$, this does not mean that this is a point of inflection.

A sufficient condition is required for a point $x=a$ to be a point of inflection: $f(a$ - $h$ ) and $f(a+h)$ to have an opposite sign in the neighborhood of point ' $a$ '.

We now finally come to the point of inflection consider $f(x)=x^3$ again

$
\begin{aligned}
& f^{\prime}(0)=f^{\prime \prime}(0)=0 \\
& f^{\prime \prime}(x)<0 \text { for } x<0 \\
& \text { and }>0 \text { for } x>0
\end{aligned}
$

$\Rightarrow f^{\prime \prime}(x)$ changes sign as $x$ crosses $0$.
$\Rightarrow f(x)$ changes the nature of its concavity as $x$ crosses $0$ such a point is called a point of inflection, a point at which the concavity of the graph changes.

Condition for inflection

1. $f^{\prime \prime}(x)$ changes sign $x$ passes through the point $a$. Only those values of $x$ for which $f^{\prime \prime}(x)$ change signs are points of inflection.

Eg.

$
f^{\prime \prime}(x)=x^2(x-2), \quad f^{\prime \prime}(x)=0
$

at $x=0$ and $x=2$ but only $x=2$ is the point of inflection because at $x=2, f^{\prime \prime}(x)$ changes sign
Consider one example,
Let $\mathrm{f}(\mathrm{x})=x^4, \quad f^{\prime \prime}(x)=12 x^2$
$\Rightarrow f^{\prime \prime}(0)=0$, but $\mathrm{x}=0$ is not a inflection point
as, $\mathrm{f}^{\prime \prime}(\mathrm{x})=12 x^2$ does not change sign in $(0-h, 0+h)$.
Consider another example
Let $y=f(x)=2 \mathrm{x}^{1 / 3}$
here, $\mathrm{f}^{\prime}(\mathrm{x})=\frac{2}{3} \mathrm{x}^{-2 / 3}$
$\mathrm{f}^{\prime}(\mathrm{x})$ is not differentiable at $\mathrm{x}=0$ as graph has
vertical tangent at this point
But, from the graph we observe that, at $\mathrm{x}=0$
curve changes its concavity.
Thus, it is not necessary that function is differentiable at inflection point.


NOTE:

It is not necessary that at the point of inflection, the function is continuous.

Recommended Video Based on Concavity and Point of Inflection

Solved Examples Based on Concavity and Point of Inflection

Example 1: $f(x)=x^3-3 x^2$ has concaity upwards in the interval
1) $(1, \infty)$
2) $(-\infty, \infty)$
3) $(-1, \infty)$
4) $(-\infty, 1)$

Solution
As we have learned
Concavity, Convexity, of a function -
For concavity:
If $f^{\prime \prime}(x)>0$ in the interval $(a, b)$ then shape of $\mathrm{f}(\mathrm{x})$ in interval $(a, b)$ is concave when observed from upwards or convex down.

For convexity:
If $f^{\prime \prime}(x)<0$ in the interval $(a, b)$ then it is convex upward or concave down.
- wherein

$
f^{\prime}(x)=3 x^2-6 x \Rightarrow f^{\prime \prime}(x)=6 x-6=6(x-1)
$

for concave up $\rightarrow f^{\prime \prime}(x)>0 \Rightarrow 6(x-1)>0 \Rightarrow x>1$
Example 2: $f(x)=x^4+2 x^3+6 x^2+12 x$ has concavity upwards only in the interval
1) $(1, \infty)$
2) $(-\infty, 0)$
3) $(0, \infty)$
4) $(-\infty, \infty)$

Solution
As we have learned
Concavity, Convexity, of a function -
For concavity:
If $f^{\prime \prime}(x)>0$ in the interval $(a, b)$ then shape of $\mathrm{f}(\mathrm{x})$ in interval $(a, b)$ is concave when observed from upwards or convex down.

For convexity:
If $f^{\prime \prime}(x)<0$ in the interval $(a, b)$ then it is convex upward or concave down.
- wherein

$
\begin{aligned}
& f^{\prime}(x)=4 x^3+6 x^2+12 x+12 \\
& f^{\prime \prime}(x)=12 x^2+12 x+12=12\left(x^2+x+1\right)>0 \forall n \epsilon R \\
& \because f^{\prime \prime}(x)>0 \ldots . \forall x \epsilon R \\
& \Rightarrow f(x) \text { is concave up } \forall n \in R
\end{aligned}
$

Example 3 : Which of the following curves shows $x=a$ as point of inflection?

1)

2)

3)

4)

Solution

As we have learned

Point of inflection -

If at $x=a$ the shape of the curve changes from concave to convex from convex to concave then at $\mathrm{x}=\mathrm{a}$ is known as the point of inflection and
$
f^{\prime \prime}(x)=0 \quad \text { at } x=a
$
In (A), concavity remains downward in left and right both of '$a$'
In (B), concavity changes from downward to upward about '$a$'
In (C), concavity remains downward about '$a$'

Example 4: Which of the following is not a point of inflection in $y=\sin x$
1) $\frac{\pi}{2}$
2) $\pi$
3) $2 \pi$
4) $3 \pi$

Solution
As we have learned
Point of inflection -
If at $x=a$ the shape of the curve changes from concave to convex from convex to concave then at $\mathrm{x}=\mathrm{a}$ is known as the point of inflection and

From the graph we see, concavity remains downward about $x=\pi / 2$ but about $\pi, 2 \pi, 3 \pi$ it changes, so $x=\pi / 2$ is not a point of inflection

Example 5: Point of inflection for $f(x)=x^3$ is at $x$ equals
1) $ -1$
2) $\frac{1}{2}$
3)$0$
4) $1$

Solution:
As we have learned
Condition for point of inflection-
1. $f^{\prime \prime}(x)$ changes sign $x$ passes through the point a.
2. only those values of $x$ for $f^{\prime \prime}(x)$ change signs are points of inflection.
e.g. : $f^{\prime \prime}(x)=x^2(x-2), \quad f^{\prime \prime}(x)=0$
at $x=0$ and $x=2$ but only $x=2$
point of inflection because at $x=2 f^{\prime \prime}(x)$ changes sign only
$f^{\prime}(x)=3 x^2 \Rightarrow f^{\prime \prime}(x)=6 x$ which will change its sign at $\mathrm{x}=0$, so concavity will change at $x=0$, so $x=0$ is a point of inflection.

Hence, the answer is the option 3.

Frequently Asked Questions (FAQs)

1. What is the point of inflection ?

A point on the graph where the curve changes its concavity (upward to downward or downward to upward) is called a point of inflection.

2. What is concave upward?

  A piece of the graph of $f(x)$ is concave upward if the curve ‘bends’ upward

3. What is concave downward?

A piece of the graph of $f(x)$ is concave downward if the curve ‘bends’ downward.

4. What is the condition for a point of inflection?

Condition is if $f''(x)$ changes then sign $x$ passes through the point $a$.

5. What happen if f '(x) does not change its sign?

If $f '(x)$ does not change sign as $x$ increases through $c$, then $c$ is neither a point of local maxima nor a point of local minima

6. What's the difference between a turning point and an inflection point?
A turning point is where a function changes from increasing to decreasing or vice versa (related to the first derivative). An inflection point is where the function changes concavity (related to the second derivative).
7. Can a polynomial of degree 2 have an inflection point?
No, a polynomial of degree 2 (quadratic function) cannot have an inflection point. The graph of a quadratic function is always a parabola, which has constant concavity.
8. What does the graph look like near an inflection point?
Near an inflection point, the graph changes from curving one way to curving the other way. It often looks like an S-shape or reverse S-shape in the vicinity of the inflection point.
9. How does an inflection point affect the behavior of a function?
An inflection point marks where a function's rate of change starts increasing instead of decreasing, or vice versa. It signifies a change in the function's "acceleration" or "deceleration."
10. How do you visualize an inflection point on a 3D surface?
On a 3D surface, an inflection point is where the surface changes from being concave up to concave down (or vice versa) along some direction. It often appears as a saddle point on the surface.
11. What is an inflection point?
An inflection point is a point on a curve where the function changes from being concave upward to concave downward, or vice versa. It's where the curvature of the graph changes direction.
12. How is an inflection point related to the second derivative?
At an inflection point, the second derivative of the function changes sign. This means the second derivative is either zero or undefined at the inflection point.
13. Can a function have multiple inflection points?
Yes, a function can have multiple inflection points. Each point represents a change in the concavity of the function's graph.
14. Is every point where the second derivative is zero an inflection point?
No, not necessarily. While the second derivative is zero or undefined at an inflection point, the reverse is not always true. You need to check if the concavity actually changes at that point.
15. How do you find inflection points algebraically?
To find inflection points algebraically: 1) Find the second derivative of the function. 2) Set the second derivative equal to zero or find where it's undefined. 3) Solve for x. 4) Check if the concavity actually changes at these x-values.
16. How do inflection points relate to optimization problems?
In optimization, inflection points can indicate where the rate of change of a quantity shifts from increasing to decreasing or vice versa. This can be crucial in understanding the behavior of the system being optimized.
17. How do you find inflection points of parametric equations?
For parametric equations, you need to find where the second derivative of y with respect to x changes sign. This involves using the chain rule and implicit differentiation.
18. Can a function have infinitely many inflection points?
Yes, a function can have infinitely many inflection points. For example, y = sin(1/x) has infinitely many inflection points as x approaches 0.
19. Can a piecewise function have an inflection point at the junction of two pieces?
Yes, a piecewise function can have an inflection point at the junction, but only if the function is continuous and twice differentiable at that point, and the concavity actually changes there.
20. What's the significance of inflection points in physics?
In physics, inflection points can represent important changes in systems. For example, in kinematics, an inflection point in a position-time graph indicates where acceleration changes direction.
21. How do you find inflection points of a multivariable function?
For multivariable functions, you need to use partial derivatives and the Hessian matrix. Inflection points occur where the determinant of the Hessian changes sign.
22. Can an inflection point also be a turning point?
Yes, it's possible for a point to be both an inflection point and a turning point. This occurs when the function's rate of change and concavity both change at the same point.
23. Can a linear function have an inflection point?
No, a linear function cannot have an inflection point. Linear functions have a constant slope and no curvature, so there's no change in concavity.
24. What's the relationship between inflection points and critical points?
Inflection points and critical points are different concepts. Critical points are where the first derivative is zero or undefined, while inflection points are where the second derivative changes sign. However, a point can be both a critical point and an inflection point.
25. Can a function with only one inflection point be periodic?
No, a periodic function that repeats its values at regular intervals would have either no inflection points or multiple inflection points, not just one.
26. What's the significance of inflection points in economics?
In economics, inflection points can represent important shifts in trends, such as when economic growth starts to accelerate or decelerate. They're often used in analyzing supply and demand curves or production functions.
27. Can a discontinuous function have an inflection point?
Yes, a discontinuous function can have inflection points, but only at points where the function is continuous and differentiable. The inflection point cannot occur at the point of discontinuity itself.
28. What's the connection between inflection points and symmetry?
For functions with certain types of symmetry, inflection points often occur at the axis of symmetry. For example, in an odd function symmetric about the origin, the origin is often an inflection point.
29. How do you test if a point is an inflection point using the third derivative?
If the second derivative is zero at a point, you can use the third derivative test. If the third derivative is non-zero at that point, it's an inflection point. If the third derivative is also zero, further investigation is needed.
30. What's the minimum degree of a polynomial that can have an inflection point?
The minimum degree of a polynomial that can have an inflection point is 3. Cubic functions are the simplest polynomials that can exhibit a change in concavity.
31. How do inflection points relate to the concept of convexity in mathematics?
Inflection points mark the transition between convex and concave regions of a function. In a convex region, the graph lies below its tangent lines, while in a concave region, it lies above them.
32. Can a function have an inflection point at its endpoint?
Technically, no. An inflection point requires the function to be defined and have a defined second derivative on both sides of the point, which is not possible at an endpoint.
33. What role do inflection points play in curve sketching?
In curve sketching, identifying inflection points helps determine where the curve changes its shape. This is crucial for accurately representing the function's behavior and overall shape.
34. Can a function have an inflection point where its derivative is undefined?
No, a function cannot have an inflection point where its derivative is undefined. Inflection points require the function to be differentiable (at least twice) in the neighborhood of the point.
35. How do inflection points relate to the concept of concavity?
Inflection points mark the boundaries between regions of different concavity. They're the exact points where the concavity of the function changes from upward to downward or vice versa.
36. What's the geometric interpretation of an inflection point?
Geometrically, an inflection point is where the tangent line to the curve crosses through the curve itself, rather than just touching it at a single point.
37. How do you find inflection points of implicit functions?
For implicit functions, you need to use implicit differentiation to find the first and second derivatives. Then, solve for points where the second derivative is zero or undefined, and check for concavity change.
38. How do inflection points relate to the concept of curvature in calculus?
Inflection points are where the curvature of a function changes sign. At these points, the curvature is zero (for smooth functions), marking a transition in the "bending" of the curve.
39. What's the difference between a saddle point and an inflection point?
A saddle point is a critical point where the function changes from increasing to decreasing in one direction and decreasing to increasing in another. An inflection point is where the concavity changes. Some points can be both.
40. How do you find inflection points of exponential or logarithmic functions?
The process is similar to other functions: find the second derivative, set it to zero or find where it's undefined, solve for x, and check for concavity change. However, the algebra might be more complex.
41. How do inflection points relate to the graph's steepness?
Inflection points don't directly relate to steepness (which is about the first derivative), but they do indicate where the steepness starts increasing instead of decreasing, or vice versa.
42. Can a function have an inflection point where its value is undefined?
No, a function cannot have an inflection point where its value is undefined. The function needs to be defined and twice differentiable in the neighborhood of an inflection point.
43. How do you determine if a function has no inflection points?
To determine if a function has no inflection points, show that its second derivative never changes sign (is always positive or always negative) over its entire domain.
44. What's the relationship between inflection points and local extrema?
Inflection points and local extrema are distinct concepts, but they can be related. An inflection point can sometimes occur between two local extrema, marking the change in concavity between them.
45. How do inflection points affect the behavior of tangent lines?
At an inflection point, the tangent line changes from lying above the curve to lying below it (or vice versa). This reflects the change in concavity of the function.
46. Can a rational function have inflection points?
Yes, rational functions can have inflection points. The process to find them involves finding where the second derivative of the rational function is zero or undefined.
47. How do you find inflection points of a function defined by a definite integral?
For a function defined by a definite integral, you need to use the Fundamental Theorem of Calculus to express it as an antiderivative, then proceed with finding the second derivative and checking for sign changes.
48. What's the significance of inflection points in statistics?
In statistics, inflection points can represent important changes in data trends. For example, in logistic regression, the inflection point of the sigmoid curve represents the point of maximum growth rate.
49. How do inflection points relate to the concept of elasticity in economics?
In economics, inflection points on demand or supply curves can indicate changes in elasticity. For example, the midpoint of a logistic demand curve is an inflection point where elasticity changes from elastic to inelastic.
50. Can a function have an inflection point at infinity?
Technically, a function cannot have an inflection point at infinity because inflection points are defined for specific x-values. However, some functions approach an inflection point-like behavior as x approaches infinity.
51. How do you find inflection points of a polar function?
For polar functions, you need to convert to rectangular coordinates, then find the second derivative with respect to x or y and proceed as usual. Alternatively, you can use the polar form of curvature.
52. What's the connection between inflection points and points of diminishing returns?
In economics and other fields, an inflection point often corresponds to the point of diminishing returns - where the rate of increase of output begins to slow down relative to the increase in input.
53. How do inflection points affect the behavior of normal lines to a curve?
At an inflection point, the normal line to the curve changes from pointing towards the concave side of the curve to pointing towards the convex side (or vice versa).
54. Can a function have an inflection point where it's not twice differentiable?
By the strict definition, no. An inflection point requires the function to be twice differentiable in its neighborhood. However, some broader definitions might allow for "corner" inflection points.
55. What's the significance of inflection points in machine learning and data science?
In machine learning and data science, inflection points can represent critical thresholds in model behavior, such as the point where a neural network's learning rate should be adjusted or where a classification boundary changes.

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