Another max value on surface (no boundaries)

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SUMMARY

The discussion centers on the analysis of critical points for the function \( f(x, y) = (x^2 + 2y^2)e^{-(x^2 + y^2)} \). Participants calculate partial derivatives \( f_x \) and \( f_y \), leading to critical points at (1, 0) and (-1, 0). The importance of checking all potential critical points, including \( x = 0 \) and \( y = \pm 1 \), is emphasized, as it affects the determination of maxima and minima. The use of WolframAlpha for visualizing functions and derivatives is recommended as a valuable tool for confirming results.

PREREQUISITES
  • Understanding of multivariable calculus, specifically partial derivatives
  • Familiarity with critical point analysis in optimization problems
  • Knowledge of exponential decay functions and their properties
  • Experience using computational tools like WolframAlpha for mathematical visualization
NEXT STEPS
  • Explore the method of Lagrange multipliers for constrained optimization
  • Learn about saddle points and their significance in multivariable functions
  • Investigate the use of contour plots in visualizing function behavior
  • Study the implications of exponential functions in optimization contexts
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Students in multivariable calculus, mathematicians analyzing optimization problems, and anyone interested in using computational tools for mathematical analysis.

Addez123
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Homework Statement
$$f(x,y) = (x^2 +2y^2)e^{-x^2-y^2}$$
where
$$x, y \in R$$
Relevant Equations
Math
I've double-checked my equations and can't find what's wrong.
First I calculate the partials:
$$f_x = (2x - 2x^3 -4xy^2)e^{-x^2, -y^2}$$
$$f_y = (-2yx^2 + 4y - 4y^3)e^{-x^2, -y^2}$$

By setting f_x = 0 I get:
$$x^2 = 1 - 2y^2$$
Then I calculate f_y = 0
$$-2yx^2 + 4y - 4y^3 = 0$$
I plug in the results from f_x into my f_y equation and get
$$-2y(1 - 2y^2) + 4y - 4y^3 = 0 $$
$$y = 0 => x = +-1$$
So my critical points are (1, 0) and (-1, 0)
$$f(1,0) = e^-1$$

The answer is f(0, +-1) = 2e^-1

Again, have no idea how I missed this since this time I don't even have any boundaries to evaluate and the solution is not at infinite.
 
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Addez123 said:
By setting f_x = 0 I get:
You threw away ##x=0## for no reason !

##\ ##
 
Addez123 said:
So my critical points are (1, 0) and (-1, 0)
And then you don't check if they are extrema instead of saddle points !

[edit]just so you know: I'm not trying to be harsh, just try to help :smile: .

##\ ##
 
Last edited:
I did forget to check x = 0, but that yields $$y = 1/\sqrt{2}$$ which results in e^-1/2 so it's still not the maximum.

I didn't check for saddlepoints because I am just looking for max and min. If the value is the biggest value it can't be a saddle point eitherway (because I check the limits as x^2+y^2 = r approach infinity aswell).

Also no offence taken :) Feel free to call me stupid aslong as you provide a solution :p
 
Addez123 said:
I did forget to check x = 0, but that yields ##y = 1/\sqrt{2}## which results in e^-1/2 so it's still not the maximum.
If x = 0, and ##2y^2 = 2##, then both ##f_x## and ##f_y## are zero. Note that ##2y^2 = 2## has two solutions.
 
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Addez123 said:
I did forget to check x = 0, but that yields $$y = 1/\sqrt{2}$$ which results in e^-1/2
Oh, does it :rolleyes: ? Can you show me ? I get something else, from
$$f_y = (-2yx^2 + 4y - 4y^3)e^{-x^2 -y^2}\Rightarrow\quad f_y = 0\quad \Leftrightarrow \ \ ...$$

I didn't check for saddlepoints because I am just looking for max and min.
I claim y = 0 yields a minimum (0,0) and two saddlepoints.

If the value is the biggest value it can't be a saddle point either way (because I check the limits as x^2+y^2 = r approach infinity aswell).
criteria for saddle points are ...

Also no offence taken :) Feel free to call me stupid as long as you provide a solution :p
Good. We'll get there.

Where are you in your curriculum ? (I have a reason for asking :wink: )

##\ ##
 
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When looking at fx = 0, I deduct that x1 = 0
Continuing working on fx I get the expression
$$x^2 = 1 - 2y^2$$
I plug in my x1 = 0 into this and I get
$$y = 1/\sqrt{2}$$

If I plug in x = 0 into fy instead, then you get the equation $$4y -4y^3 = 0$$
and from there u get y = +-1

That was what I missed!
It was just not obvious since I plugged in the equation for x^2 into fy and never thought of testing x1 aswell!

I'm at maybe 3rd year of university, but I am just studying up a few courses I failed. I don't do school fulltime. What be the reason for asking?
 
Addez123 said:
What be the reason for asking?
I was wondering if I would do much harm if I showed you a kind of cheat:

On Wolframalpa you can enter the function expression :
(x^2+2y^2)exp(-(x^2+y^2))​
and it gives you a 3d plot and a contour plot of the function plus expressions for x and y derivatives, as well as a list of extrema
1639791258562.png

((x^2+2y^2)exp(-(x^2+y^2)))' gives you a 3d and a contour plot of the x derivative

d/dy ((x^2+2y^2)exp(-(x^2+y^2))) gives you a 3d and a contour plot of the y derivative

Nifty tool ! Didn't have that when I was in 3rd year, half a century ago :biggrin:

##\ ##
 
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Hahah, I've been using that since day one xD
The answers are always in your book though. But yeah, wolfram is useful!
 

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