Magnitude of the Second Derivative

Click For Summary
SUMMARY

The discussion focuses on the significance of the second derivative in determining the nature of stationary points for the function f(x) = x³ + 3x². The stationary points are found at x = 0 (minimum) and x = -2 (maximum) by setting the first derivative f'(x) = 0. The second derivative test reveals that f''(0) = 6 indicates a local minimum, while f''(-2) = -6 indicates a local maximum. The second degree Taylor polynomial expansions around these points confirm the curvature behavior, with the magnitude of the second derivative being less significant than its sign in determining the nature of these points.

PREREQUISITES
  • Understanding of calculus concepts, specifically derivatives
  • Familiarity with Taylor polynomials and their applications
  • Knowledge of stationary points and their significance in function analysis
  • Basic understanding of curvature and its mathematical representation
NEXT STEPS
  • Study the implications of the second derivative test in various functions
  • Learn about Taylor series expansions and their applications in approximation
  • Explore the geometric interpretation of derivatives and curvature
  • Investigate the relationship between the second derivative and concavity
USEFUL FOR

Students and professionals in mathematics, particularly those studying calculus, as well as educators seeking to explain the significance of derivatives in function analysis.

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
2K
  • · 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
5
Views
2K