Magnitude of the Second Derivative

In summary, the second derivative tells you how the first derivative is changing at certain points, and it can tell you whether a point is a relative minimum or maximum.
  • #1
StanEvans
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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?
 
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  • #2
The 2nd degree Taylor polynomial for this function, about x= 0, is [itex]y= 0+ 0x+ 6x^2= 6x^2[/itex]. 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 [itex]y= 4+ 0(x- 2)- 6(x- 2)^2= 4- 6(x- 2)^2[/itex]. 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.
 
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  • #3
HallsofIvy said:
The 2nd degree Taylor polynomial for this function, about x= 0, is [itex]y= 0+ 0x+ 6x^2= 6x^2[/itex]. 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 [itex]y= 4+ 0(x- 2)- 6(x- 2)^2= 4- 6(x- 2)^2[/itex]. 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.
 
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  • #4
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}}##.
 
  • #5
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.
 
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  • #6
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.
 
  • #7
ok thank you for helping
 

1. What is the magnitude of the second derivative?

The magnitude of the second derivative is a measure of how quickly the slope of a function is changing at a specific point. It represents the rate of change of the first derivative and is a key tool in understanding the shape and behavior of a function.

2. How is the magnitude of the second derivative calculated?

The magnitude of the second derivative is calculated by taking the absolute value of the second derivative of a function at a given point. This can be done using calculus equations or with the help of graphing technology.

3. What does a large magnitude of the second derivative indicate?

A large magnitude of the second derivative indicates that the slope of the function is changing rapidly at a given point. This can represent a point of inflection, where the concavity of the function changes, or a sharp curve in the graph.

4. How does the magnitude of the second derivative affect the behavior of a function?

The magnitude of the second derivative plays a crucial role in determining the behavior of a function. It can indicate the presence of maximum and minimum points, points of inflection, and the overall shape of the graph.

5. Can the magnitude of the second derivative be negative?

Yes, the magnitude of the second derivative can be negative. This indicates that the slope of the function is decreasing at a given point. A negative magnitude can also indicate a point of inflection where the concavity of the function changes from positive to negative or vice versa.

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