Find region for which F(x,y) = (x+y)^2 is Lipschitz in y

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Homework Help Overview

The discussion revolves around determining the region in which the function F(x,y) = (x+y)^2 satisfies the Lipschitz condition with respect to the variable y. Participants are exploring the implications of this condition and the relationship between x and y.

Discussion Character

  • Exploratory, Assumption checking, Problem interpretation

Approaches and Questions Raised

  • Participants discuss the use of the Lipschitz condition and express attempts to find a region that does not depend on the variables y1 and y2. There is a focus on fixing x and determining intervals for y.

Discussion Status

Some participants have provided insights into the conditions under which F is Lipschitz with respect to y, mentioning specific intervals and constants. Others are questioning the nature of these intervals and the dependence on variables, indicating a lack of consensus on how to define a suitable region.

Contextual Notes

There are indications that the problem may be better suited for a homework forum, and participants are encouraged to consider the implications of fixing x while determining the Lipschitz condition.

jamesb1
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As the title says, I need to find such a region.

Taking any x, and any y1 and y2 I used the expression |F(x,y1) - F(x,y2)| and plugged in the function respectively for y1 and y2.

Now I have to find values for x and y such that the following condition (Lipschitz condition) is satisfied:

| 2x + (y1 + y2) | 0 (indeed after having simplified out the previous expression w.r.t the Lipschitz condition)

My initial idea was to find x for which y = 0 and then the same thing for y1 and y2. This method though is not enough since for x = 0 the region of y1 and y2 for which the condition is satisfied, will have to depend on y1 and y2 directly. It will be better to attain a region such that it will not depend on the variables (obviously). I hope I am not incorrect here.

I cannot seem to find a way to get this region and I would very much appreciate any insight given.

Thank you.
 
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jamesb1 said:
As the title says, I need to find such a region.

Taking any x, and any y1 and y2 I used the expression |F(x,y1) - F(x,y2)| and plugged in the function respectively for y1 and y2.

Now I have to find values for x and y such that the following condition (Lipschitz condition) is satisfied:

| 2x + (y1 + y2) | 0 (indeed after having simplified out the previous expression w.r.t the Lipschitz condition)

My initial idea was to find x for which y = 0 and then the same thing for y1 and y2. This method though is not enough since for x = 0 the region of y1 and y2 for which the condition is satisfied, will have to depend on y1 and y2 directly. It will be better to attain a region such that it will not depend on the variables (obviously). I hope I am not incorrect here.

I cannot seem to find a way to get this region and I would very much appreciate any insight given.

Thank you.

For each [itex]x \in \mathbb{R}[/itex] and each [itex]K > 0[/itex] there exists an interval [tex]L_K(x) = \left[-\tfrac12K - x,\tfrac12K - x\right][/tex] such that if [itex]y_1 \in L_K(x)[/itex] and [itex]y_2 \in L_K(x)[/itex] then [itex]|F(x,y_1) - F(x,y_2)| \leq K|y_1 - y_2|[/itex], so [itex]f_x : y \mapsto F(x,y)[/itex] is lipschitz with respect to [itex]y[/itex] with lipschitz constant [itex]K[/itex].

Note that you must fix [itex]x[/itex] and then determine the interval; if you want a region of the [itex](x,y)[/itex]-plane in which [itex]F[/itex] is lipschitz with respect to [itex]y[/itex] with constant [itex]K[/itex] then the condition is
[tex] |F(x_1,y_1) - F(x_2,y_2)| <br /> = |x_1^2 - x_2^2 + 2x_1y_1 - 2x_2y_2 + y_1^2 - y_2^2| \leq K|y_1 - y_2|.[/tex]
 
Please post such questions in the homework forum in the future :smile: I'll move it to there now!
 
Shouldn't the interval not contain variables though, to have a definite region? I know you can choose any x and fix it, but it seems indefinite to me.

x should remain fixed instead of having x1 and x2, no? I am unsure how to attain values for both x and y such that the following inequality is satisfied:

| 2x + (y1 + y2) | <= K
 

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