Linear Approximation: Finding Point P

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SUMMARY

The discussion centers on the local linear approximation of the function f(x,y) = x² + y² and its relationship to the linear approximation L(x,y) = 2y - 2x - 2 at a point P. The correct formula for local linear approximation is f(x,y) + fx(x,y)(x - x0) + fy(x,y)(y - y0) = L(x,y). The key to finding point P is to correctly identify the derivatives fx and fy at the point (x0, y0), which leads to the solution x0 = -1 and y0 = 1 as indicated in the textbook. Understanding this relationship is crucial for solving similar problems in calculus.

PREREQUISITES
  • Understanding of local linear approximation in multivariable calculus
  • Knowledge of partial derivatives fx and fy
  • Familiarity with the function f(x,y) = x² + y²
  • Ability to manipulate algebraic equations
NEXT STEPS
  • Study the concept of partial derivatives in depth
  • Learn about Taylor series expansions for multivariable functions
  • Explore examples of local linear approximations in calculus
  • Practice solving problems involving linear approximations at various points
USEFUL FOR

Students studying multivariable calculus, particularly those focusing on local linear approximations and their applications in finding critical points of functions.

Mdhiggenz
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Homework Statement


Hey guys I'm having a hard time understanding how the book obtained the solution.

Here is the question

A function f is given along with a local linear approximation of L to f at a point P. Use the information given to determine point P.

f(x,y)= x2+y2; L(x,y)=2y-2x-2

Formula for local linear approximation is

f(x,y)+fx(x,y)+fy(x,y)=L(x,y)

So plugging in my known values

x02+y02+2x0(x-x0)+2y0(y-y0)=x2+y2

I was able to get up to here, and then when I looked at the solution in the book, it simply said x0=-1 y0 =1 and it isn't obvious to me why.

Any help is appreciated


Homework Equations





The Attempt at a Solution

 
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Mdhiggenz said:

Homework Statement


Hey guys I'm having a hard time understanding how the book obtained the solution.

Here is the question

A function f is given along with a local linear approximation of L to f at a point P. Use the information given to determine point P.

f(x,y)= x2+y2; L(x,y)=2y-2x-2

Formula for local linear approximation is

f(x,y)+fx(x,y)+fy(x,y)=L(x,y)

That isn't correct.

So plugging in my known values

x02+y02+2x0(x-x0)+2y0(y-y0)=x2+y2

That is the correct linear approximation near ##(x_0,y_0)##. Buy why do you set it equal to your original ##f(x,y)##? The linear approximation is an approximation to ##f(x,y)## but not equal to it unless ##f(x,y)## is linear itself. But you are given the formula for the linear approximation, which I have highlighted in red. Set it equal to that and see if you can see how they got that answer.
 

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