Second derivative from parametric form

In summary, the notation for the second derivative \frac{d^2 y}{dx^2} is used because it represents the second order approximation for changes in the dependent variable y as a quadratic function of changes in the independent variable x. This is not a symmetric treatment of x and y, as the second order variation in y is represented as a quadratic function of dx in x. This differs from the notation \frac{d^2 y}{d^2 x} which would suggest a symmetric treatment. Additionally, the units of \frac{d^2 y}{dx^2} work out to be kg/m^2, while the ratio \frac{d^2 y}{dt^2} / \frac{d
  • #1
vikcool812
13
0
If x and y are defined in terms of a third vatiable say t , then to find d2y/dx2 , we cannot find d2y/dt2 and d2x/dt2 and divide them to get d2y/dx2 , i am unable to fingure out the reason for this !
 
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  • #2
This is the reason for the notation:
[tex] \frac{d^2 y}{dx^2}[/tex]
instead of...
[tex] \frac{d^2 y}{d^2 x}[/tex]

Remember that the first derivate gives the linear approximation for changes in the dependent variable as a (linear) function of changes in the dependent variable:

[tex] dy = \frac{dy}{dx} \cdot dx[/tex]
or
[tex] y(x+dx) = y(x) + \frac{dy}{dx}\cdot dx[/tex]

Likewise the second derivative gives the second order approximation for changes in the dependent variable as a (quadratic) function fo changes in the dependent variable. Together you get:

[tex] y(x+dx) = y(x) + \frac{dy}{dx} \cdot dx + \frac{d^2 y}{dx^2} \cdot (dx)^2[/tex]

Notice you are looking for the second order variation in the value of y and not in the quadratic of y but as a quadratic function of the variation dx in x. So you see it is not a symmetric treatment of x and y.

Consider the implicit equation below. I'll use dotted variables to represent t-derivatives:
[tex] y = f(x)[/tex]

[tex]\frac{d}{dt}y = \frac{d}{dt}f(x)[/tex]
[tex]\dot{y} = f'(x)\dot{x}[/tex]

[tex]\frac{d}{dt} \dot{y} = \frac{d}{dt}\left( f'(x)\dot{x}[/tex]
[tex] \ddot{y} = \left(\frac{d}{dt} f'(x) \right) \dot{x} + f'(x)\left(\frac{d}{dt}\dot{x}\right)[/tex]
[tex] \ddot{y} = \left(f''(x)\dot{x}\right)\dot{x} + f'(x)\ddot{x}[/tex]
Now replace [itex] f(x) = y[/itex] to get:
[tex] \ddot{y} = \frac{d^2y}{dx^2} \dot{x}^2 + \frac{dy}{dx}\ddot{x}[/tex]

Now solve for the second derivative of y w.r.t. x:
[tex] \frac{d^2 y}{dx^2} = \frac{ \ddot{y} + dy/dx \cdot \ddot{x}}{\dot{x}^2}
= \frac{\ddot{y}}{\dot{x}^2} + \frac{\dot{y}\ddot{x}}{\dot{x}^3}[/tex]

Notice that if you take the ratio you are trying to use:
[tex]\frac{\ddot{y}}{\ddot{x}}[/tex]
you get:
[tex] \frac{\ddot{y}}{\ddot{x}}= \frac{d^2y}{dx^2}\frac{\dot{x}^2}{\ddot{x}} + \frac{dy}{dx}[/tex]
which is not what you are trying to get.

Finally notice how the units work out. Suppose y is some quantity measured in say kg and x has units of meters while t units of seconds.

[tex]\frac{d^2 y}{dx^2} = \frac{d^2 y}{dx\,dx}[/tex]
has units of kg per meter ^2.
Note however:
[tex] \frac{d^2 y}{dt^2}[/tex]
has units of kg/s^2 while
[tex]\frac{d^2 x}{dt^2}[/tex]
has units of m/s^2 and so the ratio has units of kg/m not kg/m^2 as the 2nd derivative should have.
 

1. What is a second derivative?

The second derivative is a mathematical concept that describes the rate of change of a function's slope. It is the derivative of the derivative of the original function.

2. How is the second derivative calculated from parametric form?

To find the second derivative from parametric form, you first calculate the first derivative of the parametric equations for both x and y. Then, you take the derivative of the first derivatives with respect to the parameter. This will give you the second derivative for both x and y, which can be written as a vector.

3. Why is the second derivative important?

The second derivative provides information about the curvature of a function. It can help determine if a function is concave or convex, and can be used to find inflection points. It is also useful in optimization problems, where finding the maximum or minimum of a function is desired.

4. Can the second derivative be negative?

Yes, the second derivative can be negative. This indicates a concave down curvature, which means the function is decreasing at an increasing rate. Conversely, a positive second derivative indicates a concave up curvature, where the function is increasing at an increasing rate.

5. Is the second derivative always defined for a function?

No, the second derivative may not exist for some functions, such as those with sharp corners or discontinuities. In these cases, the function is said to be non-differentiable at that point and the second derivative cannot be calculated.

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