Why can linear approximation equal quadratic approximation

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The discussion explains why the linear approximation of the function 1/(1-u) where u = x^2 is equivalent to the quadratic approximation of 1/(1-x^2). Both approximations yield the same result, 1 + x^2, due to the nature of polynomial approximations. When performing long division for both functions, the series expansion reveals that the quadratic approximation includes terms up to x^2, while the linear approximation of the transformed variable u only considers the first degree. This relationship stems from the composition laws for polynomial approximations, where the function f(x) = x^2 allows for a polynomial approximation at order 2, leading to the same result for both approximations. Understanding this connection clarifies the equivalence between linear and quadratic approximations in this context.
JS-Student
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Hi

I'm having trouble visualizing why in a function such as 1/(1-x2)
linear approximation of 1/(1-u) where u = x2 is the same as quadratic approximation of 1/(1-x2)

The linear approximation is 1+u or 1+x2
Quadratic approximation is the same, 1+x2

Can someone explain to me why this happens?

Thanks!
 
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JS-Student said:
Hi

I'm having trouble visualizing why in a function such as 1/(1-x2)
linear approximation of 1/(1-u) where u = x2 is the same as quadratic approximation of 1/(1-x2)

The linear approximation is 1+u or 1+x2
Quadratic approximation is the same, 1+x2

Can someone explain to me why this happens?
If you carry out the long division for ##\frac 1 {1 - x^2}## you get ##\frac 1 {1 - x^2} = 1 + x^2 + x^4 + \dots##. The quadratic approximation (using terms of degree 2 or less) of ##\frac 1 {1 - x^2}## is just ##1 + x^2##.
Similarly, if you carry out the long division for ##\frac 1 {1 - u}## you get ##\frac 1 {1 - u} = 1 + u + u^2 + \dots##. The linearization (which uses terms of degree 1 or less) is 1 + u. If ##u = x^2##, the quadratic approximation of ##\frac 1 {1 - x^2}## is the same as the linear approximation of ##\frac 1 {1 - u}##.
 
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It comes from composition laws for polynomial approximations:
if two functions ##f## and ##g## have a polynomial approximation in 0 at order ##n##, say ## P## and ## Q## respectively, then if ##f(0) =0##, ## g \circ f ## has a polynomial approximation at order ## n##, which is the truncature at degree ##n## of ## Q \circ P##.

In your case, ##f(x) = x^2## admits a polynomial approximation at order 2, which is ## P(x) = x^2 ##,
as well as ##g(x) = \frac{1}{1-u}## which has polynomial approximation ##Q(x) = 1 + x + x^2 ## at order 2. Furthermore ## f(0) = 0##, so the polynomial approximation of ## g\circ f## is the truncature of ##Q\circ P = 1 + x^2 + x^4## at degree 2, which is ## 1+x^2##.
 
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