Error of Lin Approx with Taylors Formula

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Homework Help Overview

The discussion revolves around the application of Taylor's theorem to analyze the error in the linear approximation of the function f(x,y) = e^(x^2 + y^2) at the point (1,1). Participants are tasked with demonstrating that this error is bounded by a specific expression within given constraints for x and y.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • The original poster attempts to compute the necessary partial derivatives and construct the linear approximation, but encounters difficulties in simplifying the resulting expressions. Some participants question the notation and the correctness of the linear approximation derived.

Discussion Status

There is an ongoing exchange where participants are clarifying the original poster's calculations and notation. Some guidance has been offered regarding the correct form of the Taylor expansion and the nature of the error term, but no consensus has been reached on the next steps or the resolution of the problem.

Contextual Notes

Participants are working under the constraints of the problem, specifically the bounds for x and y, and are addressing potential misunderstandings regarding the application of Taylor's theorem and the definition of the error term.

glog
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Let f(x,y) = e^(x^2 + y^2)
Use Taylor's theorem to show that the error in the linear approximation L(1,1)(x,y) is at most 5e^2[(x-1)^2+(y-1)^2] if 0 <= x <= 1, 0 <= y <= 1.

I've taken the partial and second partial derivatives and tried plugging it into this theorem but I get messy algebra and cannot simplify to the above.

Thanks guys.
 
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Welcome to PF!

Hi glog! Welcome to PF! :smile:

Show us your mess, and we'll try to unscramble it! :wink:
 
sure, thanks!

so i get the partial derivs:
f(x,y) = e^2
fx(x,y) = 2e^2
fy(x,y) = 2e^2
fxx(x,y) = 4e^2
fxy(x,y) = 4e^2
fyy(x,y) = 4e^2

I get my linear approx:
L1,1(x,y) = 2ex^2+2ey^2-3e^2

so then, by Taylor:
|e^(x^2 + y^2) - (2ex^2+2ey^2-3e^2)| = 1/2[fxx(1,1) x^2 + 2fxy(1,1) xy + fyy(1,1) y^2]

and to be honest, I'm not sure where to go from here. :s
 
glog said:
sure, thanks!

so i get the partial derivs:
f(x,y) = e^2
fx(x,y) = 2e^2
fy(x,y) = 2e^2
fxx(x,y) = 4e^2
fxy(x,y) = 4e^2
fyy(x,y) = 4e^2
Wrong notation. You mean f(1,1)= e^2 etc.

I get my linear approx:
L1,1(x,y) = 2ex^2+2ey^2-3e^2
That is not "linear"! Do you mean 2e^2 x+ 2e^2 y- 3e^2?

so then, by Taylor:
|e^(x^2 + y^2) - (2ex^2+2ey^2-3e^2)| = 1/2[fxx(1,1) x^2 + 2fxy(1,1) xy + fyy(1,1) y^2]

and to be honest, I'm not sure where to go from here. :s
No, "Taylor" doesn't say that! The error for the 2nd degree Taylor's polynomial function to f(x,y) about (a, b) is (1/2)[fxx(x*,y*)(x-1)^2+ 2fxy(x*,y*)(x-1)(y-1)+ fyy(x*,y*)(y-1)^2] where x* is some number between 1 and x and y* is some number between 1 and y. Of course we don't know what x* and y* are- if we did we could evaluate that "error", add it on and get the exact value! We do know that the error is less than or equal to that with fxx(x*,y*), fxy(x*,y*), and fyy(x*,y*) taken as as at least the maximum possible values between 1 and x, 1 and y.
 

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