Can a Bound be Found for the Error in Higher Order Taylor Series?

Click For Summary
SUMMARY

The discussion centers on deriving an upper bound for the error in higher order terms of a Taylor series expansion for a function f(x) around a point a. The user seeks to establish a value M that satisfies the inequality involving the L2 norm of the difference between f(x) and its Taylor approximation up to the first order. The conversation highlights the necessity of imposing conditions on the higher derivatives of f(x) at the point a to ensure that the error does not grow excessively. Reference to Taylor's theorem is made for further insights on estimating the remainder.

PREREQUISITES
  • Understanding of Taylor series expansions
  • Familiarity with L2 norms in functional analysis
  • Knowledge of higher order derivatives
  • Basic concepts of error analysis in numerical methods
NEXT STEPS
  • Research Taylor's theorem and its applications in error estimation
  • Explore L2 norm properties and their implications in function approximation
  • Study conditions for bounding higher derivatives in Taylor expansions
  • Investigate numerical methods for approximating functions and their error bounds
USEFUL FOR

Mathematicians, numerical analysts, and students studying calculus or approximation theory who are interested in understanding error bounds in Taylor series expansions.

hadron23
Messages
28
Reaction score
1
Hello,

I am trying to come up with an expression for a bound on the sum of higher order terms, above second order. Consider the following Taylor expansion of a function f(x) around a point a,

f(x) = f(a) + \frac{f^{(1)}(a)}{1!}(x-a) + \frac{f^{(2)}(a)}{2!}(x-a)^2+ \frac{f^{(3)}(a)}{3!}(x-a)^3+...<br />

Is it possible to come up with a value M such that

<br /> \begin{align}<br /> &amp;\left|\left|f(x) - [f(a) + \frac{f^{(1)}(a)}{1!}(x-a)]\right|\right|_2^2 \le M\\<br /> &amp;\Rightarrow \left|\left|\frac{f^{(2)}(a)}{2!}(x-a)^2+ \frac{f^{(3)}(a)}{3!}(x-a)^3+...\right|\right|_2^2 \le M<br /> \end{align}<br />

That is, come up with an upper bound on the error of the higher order terms.

Thanks
 
Physics news on Phys.org
I suspect you would need some conditions on the higher derivatives of f(x) at x=a. Otherwise they might get large fast.
 

Similar threads

  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 19 ·
Replies
19
Views
4K
  • · Replies 2 ·
Replies
2
Views
2K
  • · Replies 5 ·
Replies
5
Views
2K
  • · Replies 3 ·
Replies
3
Views
4K
Replies
3
Views
2K
  • · Replies 33 ·
2
Replies
33
Views
4K
  • · Replies 3 ·
Replies
3
Views
4K