Magnitude of the Second Derivative

Click For Summary

Discussion Overview

The discussion revolves around the significance of the magnitude of the second derivative in the context of identifying stationary points of the function f(x) = x³ + 3x². Participants explore its implications for curvature and the behavior of the function near critical points.

Discussion Character

  • Exploratory
  • Technical explanation
  • Conceptual clarification
  • Debate/contested

Main Points Raised

  • One participant outlines the process of finding stationary points by setting the first derivative to zero and then using the second derivative to classify these points as maximum or minimum.
  • Another participant introduces the second degree Taylor polynomial for the function at the stationary points, explaining how the coefficients relate to the curvature and behavior of the function near these points.
  • Some participants express uncertainty about the significance of the magnitude of the second derivative, with one questioning what it shows or means.
  • One participant states that the second derivative indicates the rate of change of the first derivative, linking its sign to the nature of the critical points (minimum or maximum).
  • Another participant suggests that the magnitude of the second derivative does not hold much significance, emphasizing that only its sign is important.

Areas of Agreement / Disagreement

Participants express differing views on the significance of the magnitude of the second derivative, with some arguing it has little importance while others suggest it relates to curvature and the rate of change of the first derivative. The discussion remains unresolved regarding the overall significance of the magnitude.

Contextual Notes

Some participants reference geometric interpretations and mathematical formulas related to curvature, but these are not universally agreed upon or fully explored.

StanEvans
Messages
23
Reaction score
0
So to find the x values of the stationary points on the curve:
f(x)=x3+3x2
you make f '(x)=0
so:
3x2+6x=0
x=0 or x=-2
Then to find which of these points are maximum or minimum you do f ''(0) and f ''(-2)
so:
6(0)+6=6
6(-2)+6=-6
so the maximum has an x value of -2 and the minimum has an x value of 0.

My question is does the magnitude of a value from the second derivative have any significance?
and if so what does it show or mean?
 
Physics news on Phys.org
The 2nd degree Taylor polynomial for this function, about x= 0, is y= 0+ 0x+ 6x^2= 6x^2. That tells you that this is, in the neighborhood of x= 0, a parabola. The fact that "6" is positive tells you that it opens upward (so x= 0 is a minimum) and the absolute value tells you how fast it increases as well as the curvature at that point.

The 2nd degree Taylor polynomial for this function, about x= -2, is y= 4+ 0(x- 2)- 6(x- 2)^2= 4- 6(x- 2)^2. That tells you that this is, in the neighborhood of x= 2, a parabola. The fact that "-6" is negative tells you that it opens downward (so x= -2 is a maximum) and the absolute value tells you how fast it decreases as well as the curvature at that point.
 
  • Like
Likes   Reactions: StanEvans
HallsofIvy said:
The 2nd degree Taylor polynomial for this function, about x= 0, is y= 0+ 0x+ 6x^2= 6x^2. That tells you that this is, in the neighborhood of x= 0, a parabola. The fact that "6" is positive tells you that it opens upward (so x= 0 is a minimum) and the absolute value tells you how fast it increases as well as the curvature at that point.

The 2nd degree Taylor polynomial for this function, about x= -2, is y= 4+ 0(x- 2)- 6(x- 2)^2= 4- 6(x- 2)^2. That tells you that this is, in the neighborhood of x= 2, a parabola. The fact that "-6" is negative tells you that it opens downward (so x= -2 is a maximum) and the absolute value tells you how fast it decreases as well as the curvature at that point.
ok I think I understand,
just I am not sure what it is that you mean by a 2nd Taylor polynomial.
 
Last edited:
As @HallsofIvy said geometrically the second derivative of a function ##f(x)## is proportional with the curvature of the plane curve represented by ##f## by the formula ##\kappa=\frac{|f''|}{(1+f'^2)^{3/2}}##.
 
StanEvans said:
My question is does the magnitude of a value from the second derivative have any significance?
and if so what does it show or mean?
The 2nd derivative gives the rate of change of the 1st derivative. If the 2nd derivative is positive, that means that the 1st derivative is increasing, which could mean that it's changing slope from more negative to less negative, or from negative to positive, or from less positive to more positive. You apply this test at critical points where the 1st derivative is 0. So if the slope of the tangent lines to the curve is negative to the left of the critical point, but positive to the right, then the critical point is a relative minimum.

The situation is similar when the 2nd derivative is negative, but here we're dealing with a relative maximum.
 
  • Like
Likes   Reactions: StanEvans
StanEvans said:
My question is does the magnitude of a value from the second derivative have any significance?
The magnitude doesn't have much significance -- just its sign.
 
ok thank you for helping
 

Similar threads

  • · Replies 6 ·
Replies
6
Views
3K
  • · Replies 1 ·
Replies
1
Views
3K
  • · Replies 6 ·
Replies
6
Views
3K
  • · Replies 5 ·
Replies
5
Views
3K
  • · Replies 4 ·
Replies
4
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 14 ·
Replies
14
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 11 ·
Replies
11
Views
2K