MHB Finding the maxima and minima of a function

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The discussion focuses on finding the maximum and minimum points of the function f(x,y) = xye^(-x^2-y^2) by solving its partial derivatives. The user has derived the equations df/dx = ye^(-x^2-y^2)(1-2x^2) = 0 and df/dy = xe^(-x^2-y^2)(1-2y^2) = 0 but is unsure how to proceed. A response clarifies that both equations must be solved simultaneously, leading to potential solutions for x and y. The solution (0,0) is identified, and the responder encourages finding additional solutions and determining which correspond to maxima or minima. The conversation emphasizes the importance of solving the equations together to identify all critical points.
brunette15
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I have the following function:
f(x,y) = xye(-x2-y2)

I am trying to find all the maximum and minimum points.

I have started off by finding the partial derivatives of the function and equation them to zero.

df/dx = ye(-x2-y2)(1-2x2) = 0

df/dy = xe(-x2-y2)(1-2y2) = 0

However, i am stuck for actually how to solve the coordinates. Do i solve for the x values in df/dx and y values df/dy? And how do i find the corresponding coordinate after that?

If someone could work me through from here I would really appreciate it.

Thanks in advance!
 
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brunette15 said:
I have the following function:
f(x,y) = xye(-x2-y2)

I am trying to find all the maximum and minimum points.

I have started off by finding the partial derivatives of the function and equation them to zero.

df/dx = ye(-x2-y2)(1-2x2) = 0

df/dy = xe(-x2-y2)(1-2y2) = 0

However, i am stuck for actually how to solve the coordinates. Do i solve for the x values in df/dx and y values df/dy? And how do i find the corresponding coordinate after that?

If someone could work me through from here I would really appreciate it.

Thanks in advance!

Hey brunette15! (Smile)

Both equations should be true at the same time. Solving the set of equations will give you the coordinates.
Since $e^{-x^2-y^2}$ can never be equal to zero, we can divide it out, yielding:
$$\begin{cases}
y(1-2x^2) = 0 \\
x(1-2y^2) = 0
\end{cases} \Rightarrow \begin{cases}
y = 0 \vee 1-2x^2 = 0 \\
x = 0 \vee 1-2y^2 = 0
\end{cases}
$$
If $y = 0$ then the first equation is satisfied. From the second equation it then follows that $x=0$.
So $(0,0)$ is a solution.
Can you find the other 4 solutions? (Wondering)
Which of those solutions will be maximums or minimums?
 
I like Serena said:
Hey brunette15! (Smile)

Both equations should be true at the same time. Solving the set of equations will give you the coordinates.
Since $e^{-x^2=y^2}$ can never be equal to zero, we can divide it out, yielding:
$$\begin{cases}
y(1-2x^2) = 0 \\
x(1-2y^2) = 0
\end{cases} \Rightarrow \begin{cases}
y = 0 \vee 1-2x^2 = 0 \\
x = 0 \vee 1-2y^2 = 0
\end{cases}
$$
If $y = 0$ then the first equation is satisfied. From the second equation it then follows that $x=0$.
So $(0,0)$ is a solution.
Can you find the other 4 solutions? (Wondering)
Which of those solutions will be maximums or minimums?

I see! Thankyou!