Derive the analytic expression of a function by its Taylor expansion

Click For Summary

Homework Help Overview

The discussion revolves around the possibility of deriving an analytic expression from a function's Taylor series expansion, specifically examining the series representation of functions like the exponential function.

Discussion Character

  • Exploratory, Conceptual clarification, Mathematical reasoning

Approaches and Questions Raised

  • Participants explore whether a function can be derived from its Taylor series, with some suggesting that while certain series can lead to recognizable functions, others may not yield a clear analytic form.

Discussion Status

The conversation includes various perspectives on the relationship between Taylor series and analytic functions. Some participants provide examples of series that can be recognized as functions, while others emphasize the limitations and complexities involved in such derivations.

Contextual Notes

There is mention of specific series and their convergence properties, as well as the distinction between finite polynomials and infinite series. Participants also note the importance of recognizing common series forms for deriving functions.

kexanie
Messages
11
Reaction score
0

Homework Statement


Actually this is not from homework. It occurs in my brain this afternoon.

Is it possible to derive the analytic expression of a function by its Taylor series expansion?

For example, given the following expansion, how to derive the analytic expression of it?

f(x) = 1- x / (1!) + (x^2) / (2!) - … + (-1)^n * (x^n) / (n!)



Homework Equations





The Attempt at a Solution

 
Physics news on Phys.org
Not necessarily. Indeed, one definition of the exponential function is
$$e^x = \sum_{n=0}^{\infty} \frac{x^n}{n!}$$
so given the right hand side, you could not "derive" the fact that it is ##e^x##. However, given that fact, it's relatively easy to recognize variations such as
$$e^{-x} = \sum_{n=0}^{\infty} \frac{(-x)^n}{n!}$$
or
$$e^{2x} = \sum_{n=0}^{\infty} \frac{(2x)^n}{n!}$$
 
Given the series, one method of determining the function the series sums to is to derive a differential equation. In this case, given that f(x)= \sum_{n=0}^\infty x^n/n! we can see that this series is convergent for all x. In particular, then, it is uniformly convergent for any closed and bounded interval and so differentiable, term by term, for any x.

That is, for any x, f'(x)= \sum_{n=0}^\infty nx^{n-1}/n!= \sum_{n=1}^\infty x^{n-1}/(n-1)!
Letting j= n-1, that is \sum_{j=0} x^j/j!= f(x). So f(x) satisfies the differential equation f'(x)= f(x) and it is easy to show that any solution of that differential equation is of the form Ce^x for some constant C. And since f(0)= 1+ 0+ 0+ ...= 1, C= 1 and \sum_{n=0}^\infty x^n/n!= e^x

(By the way, what you wrote, f(x)= 1+ x+ x^2/2!+ \cdot\cdot\cdot+ x^n/n! is NOT the infinite sum and is a polynomial.)
 
kexanie said:
Is it possible to derive the analytic expression of a function by its Taylor series expansion?

For common taylor series it is possible, if you are fimliar with series. For example, if you were given the sum ##\sum\limits_{n=0}^∞ 3(\frac{x}{2})^n = 3 + \frac{3x}{2} + \frac{3x^2}{4} + ...##
You could derive the "analytic expression" as you might recognize this to be a convergent power series on the interval (-2,2). After a bit of algebra you could represent the taylor series as a function: ##f(x) = \frac{6}{2-x}## where -2 < x < 2. But this can only be said for the special/common series; with that being said, many infinite series are better left off as an infinite series
 

Similar threads

  • · Replies 5 ·
Replies
5
Views
3K
  • · Replies 2 ·
Replies
2
Views
2K
Replies
12
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
2
Views
3K
Replies
2
Views
2K
  • · Replies 9 ·
Replies
9
Views
2K
Replies
2
Views
2K
  • · Replies 10 ·
Replies
10
Views
2K