Partial derivatives for the sign function

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The discussion focuses on calculating the partial derivatives of the function f(x,y) defined using the sign function based on the product of two expressions. The user expresses confusion about how to approach the derivatives, particularly at the boundary where the function transitions between values of 1, 0, and -1. It is clarified that in regions where the function is constant (1 or -1), the partial derivatives are zero, while at the boundary, the user is advised to use one-sided limits to evaluate the derivatives correctly. The importance of considering different cases based on the location relative to the boundary curves is emphasized for accurate calculations. Overall, the need for careful analysis of limits and regions is highlighted to resolve the derivative issues.
Telemachus
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Homework Statement


Hi there. Well, I've got some doubts on the partial derivatives for the next function:

f(x,y)=sg\{(y-x^2)(y-2x^2)\} Where sg is the sign function.

So, what I got is:

f(x,y)=f(x)=\begin{Bmatrix}{ 1}&\mbox{ if }& (y-x^2)(y-2x^2)>0\\0 & \mbox{if}& (y-x^2)(y-2x^2)=0\\-1 & \mbox{if}& (y-x^2)(y-2x^2)<0\end{matrix}

How should I get the partial derivatives? I'm sure that for the zero I must use the definition. But in the other cases should I?

Bye, and thanks.
 
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All three values are constants. The derivative (or partial derivative) of a constant is zero.
 
Thanks!
 
This is the way I've solved it for x. All three values are constants, but I can't just evaluate at (0,0) because its a closed set at that point.

If x=y=0
\displaystyle\frac{\partial f}{\partial x}=\displaystyle\lim_{x \to{0}}{\displaystyle\frac{f(x,0)-f(0,0}{x}}=\displaystyle\lim_{x \to{0}}{\displaystyle\frac{(0-x^2)(0-2x^2-0)}{x}}=\displaystyle\lim_{x \to{0}}{\displaystyle\frac{2x^4}{x}}=0

If y=x^2, (x,y)=(x_0,x_0^2)

\displaystyle\frac{\partial f}{\partial x}=\displaystyle\lim_{h \to{0}}{\displaystyle\frac{f(x_0+h,x_0^2)-f(x_0,x_0^2)}{h}}=\displaystyle\lim_{h \to{0}}{\displaystyle\frac{(x_0^2-(x_0+h)^2)(x_0^2-2(x_0+h)^2)-0}{h}}=\displaystyle\lim_{h \to{0}}{\displaystyle\frac{(x_0^2-x_0^2-2x_0h-h^2)(x_0^2-2x_0^2-4x_0h-h^2)}{h}}=

=\displaystyle\lim_{h \to{0}}{\displaystyle\frac{-h(2x_0-h)(x_0^2+4x_0h+h^2)}{h}}=\displaystyle\lim_{h \to{0}}{-(2x_0-h)(x_0^2+tx_0h+h^2)=-2x_0^3}

If (x,y)=(x_0,2x_0^2)

\displaystyle\frac{\partial f}{\partial x}=\displaystyle\lim_{h \to{0}}{\displaystyle\frac{f(x_0+h,2x_0^2)-f(x_0,2x_0^2)}{h}}=\displaystyle\lim_{h \to{0}}{\displaystyle\frac{(2x_0^2-(x_0+h)^2)(2x_0^2-2(x_0+h)^2)-0}{h}}=\displaystyle\lim_{h \to{0}}{\displaystyle\frac{(2x_0^2-x_0^2-2x_0h-h^2)(2x_0^2-2x_0^2-4x_0h-h^2)}{h}}=

=\displaystyle\lim_{h \to{0}}{\displaystyle\frac{(x_0^2-2x_0h-h^2)(-h(4x_0+h))}{h}}=\displaystyle\lim_{h \to{0}}{-(x_0^2-2x_0h-h^2)(4x_0+h)=-4x_0^2

As -4x_0^2\neq{-2x_0^3} the derivative doesn't exist at the point (0,0).

Is this right?

For y I've proceeded same way. I think its the right way for solving it.

Thanks.
 
I think you are making a mistake in your limits. When you evaluate f(x, y), you should get 1, 0, or -1.
 
Yes, but what about the derivatives? I've received an email with a message from you that doesn't appear here. I think that post pointed the right direction.

I'm not sure about what to do with the boundary points.
 
Now I get what you mean. The left part is wrong. I'll keep thinking on it.
 
I posted something, then deleted, so that might be the email you received.

I think it's helpful to look at the plane as three regions:
Region I - the points above the curve y = 2x^2
Region II - the points below y = 2x^2 and above y = x^.
Region III - the points below y = x^2.

These regions do not include the boundary curves.
In regions I and III, f(x, y) = 1. In region II, f(x, y) = -1.

Clearly, for every point in any of these regions, both partials are zero.

On the boundary curves, f(x, y) = 0.
 
How do I demonstrate it using the limit definition? I see I'm committing a mistake when I try, but I don't know how to do it right.
 
  • #10
I think you need to do one-sided limits (h > 0 and h < 0), and also make different cases for when x < 0 and x > 0.

For example, if (x0, y0) is a point on the graph of y = 2x^2, (x0 + h, y0) will be a point in region II if h > 0 and x0 > 0, but will be a point in region I if h > 0 and x0 < 0.

Draw a graph of the three regions and boundary curves and look at different possibilities. That's what I would advise.
 
  • #11
Thank you Mark.
 

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