Question about limit definition of partial derivative

In summary, there are two different ways of writing the definition of the derivative with respect to x. The first one evaluates the function at the point (x,y) before plugging it into the limit, while the second one evaluates the function at the respective point (x0,y0). In the case where the function is not defined at the point (x0,y0), the second definition is easier to work with. However, in general, either definition can be used to determine if the derivative exists at a given point.
  • #1
PNutMargarine
5
0
I've seen it written two different ways:

$$\frac{\partial f}{\partial x} = \lim\limits_{h \rightarrow 0} \frac{f(x + h, y) - f(x,y)}{h}$$

and

$$\frac{\partial f}{\partial x} = \lim\limits_{h \rightarrow 0} \frac{f(x_0 + h, y_0) - f(x_0,y_0)}{h}$$

where the latter evaluates the function at the respective point before plugging it into the definition of the limit. For example, the function ##f(x,y) = \begin{cases}
\frac{x^2 y^4}{x^4 + 6y^8}, & \text{if }(x,y) \neq (0,0) \\
0, & \text{if }(x,y) = (0,0)
\end{cases}##

I want to determine if ##\frac{\partial f}{\partial x}## is differentiable at ##(0,0)##.

Using the second limit definition would make showing the existence of ##\frac{\partial f}{\partial x}## considerably easier, since ##y_0## makes the first term in the limit ##0##, and ##f(x_0,y_0)## is defined to be ##0##.

But using the first definition, we have to evaluate:

$$\frac{(x+h)^2 y^4}{(x+h)^4 + 6y^8} - \frac{x^2 y^4}{x^4 + 6y^8}$$

I'm hoping the "real" or at least usable definition is the second one, but which one is the one we're supposed to use in practice to be technically/mathematically correct?
 
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What is the limit definition of a partial derivative?

The limit definition of a partial derivative is a mathematical expression used to calculate the instantaneous rate of change of a multivariable function with respect to a specific variable. It involves taking the limit of the function as the variable in question approaches a specific value.

Why is the limit definition of a partial derivative important?

The limit definition of a partial derivative is important because it allows us to analyze the behavior of a function at a specific point and determine its rate of change. It is a fundamental concept in multivariable calculus and is used in various fields of science and engineering.

What is the difference between a partial derivative and an ordinary derivative?

The main difference between a partial derivative and an ordinary derivative is that a partial derivative calculates the rate of change of a function with respect to one variable while holding all other variables constant, whereas an ordinary derivative calculates the rate of change of a single-variable function.

Can the limit definition of a partial derivative be extended to higher dimensions?

Yes, the limit definition of a partial derivative can be extended to higher dimensions. In fact, it is a crucial concept in vector calculus, where it is used to calculate the directional derivative of a function in multiple dimensions.

How is the limit definition of a partial derivative applied in real-world problems?

The limit definition of a partial derivative is applied in real-world problems to analyze and optimize functions with multiple variables, such as in economics, physics, and engineering. It is also used in machine learning and data analysis to determine the sensitivity of a system to changes in its inputs.

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