Regular derivative vs. partial derivative

In summary, the differentiating calculator assumes that dy/dx=0 and returns the incorrect result of 0. However, if you assume that y is a function of x and take partial derivatives with respect to x and y, then the correct result will be 2y*dy/dx.
  • #1
DocZaius
365
11
Through my learning of calculus, I have come under the impression that there is an important difference between the derivative of a variable with respect to another, and the partial derivative of a variable with respect to another. For example:

I think that [tex]\frac{dy^2}{dx} = 2y\frac{dy}{dx}[/tex]

and that [tex]\frac{\partial y^2}{\partial x} = 0[/tex]

Is that correct? And if it is, then why do practically all online derivative calculator say that: [tex]\frac{dy^2}{dx} = 0[/tex]?

Note: They actually use the regular derivative symbols, not the partial derivative symbols. If they did the latter, they would be correct.
 
Last edited:
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  • #2
You are correct.

The answer to the second question is, because they assume dy/dx = 0. In Mathematica for example, you'd have to write y[x] instead of just y to tell Mathematica that y is a function of x and you should get the result you expect.
 
  • #3
But isn't that dy/dx = 0 assumption incorrect? If we don't know whether y is a function of x or not, should we not take precautions in case it is, and come up with 2y*dy/dx ?

If y isn't a function of x, that still comes out to 0. But if y is a function of x, then 2y*dy/dx is correct and 0 is wrong!

Very troubling assumptions by those online calculators.
 
  • #4
From a particular point of view total derivative and partial derivatives are the same. The dependencies of the variables and the nature of derivatives should be clearly stated, but it is often they are not. One may make the convention that when the total notation is used, variables are dependent unless otherwise stated; and when partial notation is used they are independent unless otherwise stated.
The dy/dx = 0 assumption is not incorrect. The user that does not adust for it is incorrect.
If a calculator given
3*4+3
returns
15
but the user intended
3*(4+3)
which returns 21
the user was in error.
 
  • #5
lurflurf said:
...and when partial notation is used they are independent unless otherwise stated.

I wasn't even aware that it was possible to treat variables as dependent with partial notation. Could you give the simplest example possible of partial notation being used with variables being treated as dependent?

The dy/dx = 0 assumption is not incorrect. The user that does not adust for it is incorrect.
If a calculator given
3*4+3
returns
15
but the user intended
3*(4+3)
which returns 21
the user was in error.

The order of operations convention isn't a very good comparison to make, since the answer the calculator returns there is either entirely correct or entirely wrong in regards to the user's intention (and that intention misplaced if he disagrees with order of operations, a very strong convention)

My proposition is that dy^2/dx simply return 2y*dy/dx which is always correct! Whether one wishes to make an assumption (and it is an assumption) that y is independent of x, should be one's own decision to make, not the calculator's.

I would have also made the point that we actually have the notation and convention for deriving a variable independently with relation to another, and that that is the partial derivative. And that as a result, and because of the fact that y's independence of x in regular derivatives is rightly in question, the regular derivative calculation should at the very least give the safe, always correct answer. However, you seem to imply that partial derivatives can treat variables dependently. If that's possible, I take this part back. :)
 
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  • #6
DocZaius said:
Through my learning of calculus, I have come under the impression that there is an important difference between the derivative of a variable with respect to another, and the partial derivative of a variable with respect to another. For example:

I think that [tex]\frac{dy^2}{dx} = 2y\frac{dy}{dx}[/tex]

and that [tex]\frac{\partial y^2}{\partial x} = 0[/tex]

Is that correct? And if it is, then why do practically all online derivative calculator say that: [tex]\frac{dy^2}{dx} = 0[/tex]?

Note: They actually use the regular derivative symbols, not the partial derivative symbols. If they did the latter, they would be correct.
This has nothing to do with the distinction between "ordinary" and "partial" derivatives. If you assume that y is a function of the single variable x, then d(y^2)/dx= 2y dy/dx by the chain rule. If y is NOT a function of x, then dy/dx= 0 and so d(y^2)/dx= 0.

If you assume that y is a function of x (and some other variables), then [itex]\partial (y^2)/\partial x= 2y \partial y/\partial x[/itex]. But if you assume that f(x,y)= y2 where x and y are independent variables, then [itex]\partial y/\partial x= 0[/itex] and so [itex]\partial (y^2)/\partial x= 0[/itex] just as with the ordinary derivative.

Again, it is not a distinction between "ordinary" and "partial" derivatives, it is a matter of whether you are assuming y is a function of x or assuming that x and y are independent variables.
 

FAQ: Regular derivative vs. partial derivative

What is the difference between regular derivative and partial derivative?

The regular derivative is the rate of change of a single variable with respect to another single variable. It is typically used to find the slope of a curve at a specific point. On the other hand, a partial derivative is the rate of change of a function with respect to one of its variables while holding all other variables constant. It is used in multivariable calculus to find the slope in the direction of a specific variable.

When should I use a regular derivative and when should I use a partial derivative?

A regular derivative should be used when dealing with a function of one variable, such as finding the slope of a line or the rate of change of a quantity over time. A partial derivative should be used when dealing with a function of multiple variables, such as finding the slope in a specific direction or the rate of change of a quantity with respect to a specific variable while holding others constant.

Can a regular derivative and a partial derivative have the same value?

No, a regular derivative and a partial derivative will generally have different values. This is because a partial derivative is taken while holding other variables constant, while a regular derivative is taken with respect to a single variable. However, in some cases, such as when the function is linear or when the partial derivative is taken with respect to a variable that does not affect the function, the two derivatives may have the same value.

How are regular derivatives and partial derivatives related?

Regular derivatives and partial derivatives are related in that a partial derivative is a special case of a regular derivative. A regular derivative can be thought of as a partial derivative with respect to a specific variable, while holding all other variables constant.

Why do we use partial derivatives in multivariable calculus?

Partial derivatives are used in multivariable calculus because they allow us to analyze the behavior of a function in different directions. This is important because in real-world situations, functions often depend on multiple variables and it is necessary to understand how the function changes with respect to each variable. Partial derivatives also allow us to optimize functions with multiple variables by finding critical points in each direction.

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