Confused about taylor approximation

In summary, Taylor approximation is a method of approximating a function at a point by using the function's derivatives. The expansion around x_0 yields a tangent of f in x_0. However, the approach shown in the conversation is incorrect as it ignores the O(x^(2))-term in the expansion of f(x). The correct approach involves using limits and the differential approximation formula to derive the second derivative. This results in the term 2! being added to the expansion, making it accurate to O(x^3).
  • #1
LostInSpace
21
0
I am a bit confused about taylor approximation. Taylor around [tex]x_0[/tex] yields
[tex]
f(x) = f(x_0) + f'(x_0)(x-x_0) + O(x^2)
[/tex]

which is the tangent of f in [tex]x_0[/tex], where
[tex]
f'(x) = f'(x_0) + f''(x_0)(x-x_0) + O(x^2)
[/tex]

which adds up to
[tex]
f(x) &=& f(x_0) + (f'(x_0) + f''(x_0)(x-x_0) + O(x^2))(x-x_0)+O(x^2) \\ &=& f(x_0) + f'(x_0)(x-x_0) + f''(x_0)(x-x_0)^2 + O(x^3)
[/tex]
But it should be
[tex]
f(x) = f(x_0) + f'(x_0)(x-x_0) + \frac{f''(x_0)}{2!}(x-x_0)^2 + O(x^3)
[/tex]

Where does the 2! come from? Is this approach completely incorrect?
 
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  • #2
You have ignored in line 3 the O(x^(2))-term from the expansion of f(x).
Hence line 3 is not accurate to O(x^(3)), it's only accurate to O(x^(2)).
 
  • #3
Do you remember how to derive, from the limit definition of the derivative, the differential approximation formula:

[tex]
f(x+\epsilon ) = f(x) + \epsilon f'(x) + \epsilon \delta(x, \epsilon)
[/tex]

Where [itex]\lim_{\epsilon \rightarrow 0} \delta(x, \epsilon) = 0[/itex]?

Try writing the second derivative with limits, and see if any approach suggests itself.
 

FAQ: Confused about taylor approximation

What is Taylor approximation?

Taylor approximation is a mathematical concept that allows us to approximate a function using a polynomial. It is based on the idea that if we know the value of a function at a certain point, we can use the derivative of that function to estimate the value of the function at a nearby point.

Why is Taylor approximation useful?

Taylor approximation is useful because it allows us to approximate complex functions with simpler ones, which makes calculations and analysis easier. It is also helpful in understanding the behavior of a function around a specific point.

How is Taylor approximation different from linear approximation?

Taylor approximation is a more general form of linear approximation. While linear approximation uses only the first derivative of a function, Taylor approximation uses higher derivatives to create a more accurate approximation.

What is the Taylor series?

The Taylor series is an infinite sum of terms that represents a function. It is based on Taylor approximation and can be used to approximate a function with an arbitrary level of accuracy.

When should I use Taylor approximation?

Taylor approximation is most useful when you need to approximate a function at a specific point or in a small region around that point. It is commonly used in calculus, physics, and engineering. However, it is not always the best method for approximating functions, so it is important to consider other techniques as well.

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