Linear Approximation of (xy)/z at (-3,2,1)

In summary, the student is struggling with a homework problem and is looking for help. They found the equation of a plane passing through (-3,2,1) and are attempting to determine the first four terms of the Taylor series. However, they are not quite on the right track.
  • #1
PsychonautQQ
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Homework Statement


Find the linear approximation of (xy)/z at the point (-3,2,1)



The Attempt at a Solution


So the example my book gives has 2 variables so I'm struggling a bit with this, But I started off by taking the partial derivative with respect to each variable and solving for it.

d/dx = (y/z) = 2 = A
d/dy = (x/z) = -3 = B
d/dz = -(xy)/z^2 =6 = C

now... find the equation of a plane passing through that point maybe?

A(x-xo)+B(y-yo)+C(z-zo) = 0
2(x+3) - 3(y-2) + 6(z-1) = 0
2x+6 - 3y+6 +6z-6 = 0
2x-3y+6z+6=0

am I on the right track here..?
 
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  • #2
Good try, but not quite. Here, you are NOT asked about the equation for some tangent plane, but how the linearized function Lf looks like, with f=xy/z

That is essentially to determine the first 4 terms of the Taylor series about (-3,2,1), that is:
[tex]Lf=f(-3,2,1)+\frac{\partial{f}}{\partial{x}}(x-(-3))+ \frac{\partial{f}}{\partial{y}}(y-2) + \frac{\partial{f}}{\partial{z}}(z-3)[/tex]
where the partial derivatives are evaluated at (-3,2,1)
 
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  • #3
arildno: That last term should be ##\frac{\partial f}{\partial z}(z-1)##. (You had (z-3) instead of (z-1)).
 
  • #4
PsychonautQQ said:
now... find the equation of a plane passing through that point maybe?

A(x-xo)+B(y-yo)+C(z-zo) = 0
2(x+3) - 3(y-2) + 6(z-1) = 0
2x+6 - 3y+6 +6z-6 = 0
2x-3y+6z+6=0

am I on the right track here..?
Close, but no.

Look at the simpler problem finding a linear approximation to f(x) at some point x0. What you did is the equivalent of saying A=df/dx at x=x0, and thus A(x-x0) = 0. That's obviously *not* a linear approximation of f(x). What one needs to do is to replace that 0 on the right hand side with fapprox(x)-f(x0), yielding fapprox(x)=f(x0)+A(x-x0).

You need to do the same with your function of three variables.
 
  • #5
D H said:
arildno: That last term should be ##\frac{\partial f}{\partial z}(z-1)##. (You had (z-3) instead of (z-1)).

:frown:, :cry:
 

1. What is linear approximation?

Linear approximation is a method used in mathematics to approximate the value of a function at a specific point by using the tangent line at that point. It is a way to estimate the value of a function near a given point without needing to know the exact value of the function at that point.

2. How is the linear approximation of (xy)/z at (-3,2,1) calculated?

The linear approximation of (xy)/z at (-3,2,1) is calculated by finding the partial derivatives of the function with respect to each variable (x, y, and z) and plugging them into the equation for the tangent plane at the given point. The equation for the tangent plane is:
f(x,y,z) ≈ f(a,b,c) + fx(a,b,c)(x-a) + fy(a,b,c)(y-b) + fz(a,b,c)(z-c),
where (a,b,c) is the given point and fx, fy, and fz are the partial derivatives of the function.

3. Why is linear approximation useful?

Linear approximation is useful because it allows us to estimate the value of a function near a given point without needing to know the exact value of the function at that point. It can also be used to approximate more complex functions by breaking them down into simpler, linear functions.

4. How accurate is the linear approximation of (xy)/z at (-3,2,1)?

The accuracy of the linear approximation of (xy)/z at (-3,2,1) depends on how close the given point is to the actual value of the function. The closer the point is, the more accurate the approximation will be. However, as the distance from the point increases, the accuracy of the approximation decreases.

5. Can linear approximation be used for functions with multiple variables?

Yes, linear approximation can be used for functions with multiple variables. However, it is important to note that the number of variables will affect the complexity of the calculation for the linear approximation and may require more advanced techniques, such as partial derivatives.

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