Derive the analytic expression of a function by its Taylor expansion

In summary, it is possible to derive the analytic expression of a function for common Taylor series, but for more complex series it may be better to leave it as an infinite series.
  • #1
kexanie
11
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

 
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  • #2
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
$$e^{2x} = \sum_{n=0}^{\infty} \frac{(2x)^n}{n!}$$
 
  • #3
Given the series, one method of determining the function the series sums to is to derive a differential equation. In this case, given that [itex]f(x)= \sum_{n=0}^\infty x^n/n![/itex] 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, [itex]f'(x)= \sum_{n=0}^\infty nx^{n-1}/n!= \sum_{n=1}^\infty x^{n-1}/(n-1)![/itex]
Letting j= n-1, that is [itex]\sum_{j=0} x^j/j!= f(x)[/itex]. 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 [itex]Ce^x[/itex] for some constant C. And since [itex]f(0)= 1+ 0+ 0+ ...= 1[/itex], C= 1 and [itex]\sum_{n=0}^\infty x^n/n!= e^x[/itex]

(By the way, what you wrote, [itex]f(x)= 1+ x+ x^2/2!+ \cdot\cdot\cdot+ x^n/n![/itex] is NOT the infinite sum and is a polynomial.)
 
  • #4
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
 

FAQ: Derive the analytic expression of a function by its Taylor expansion

1. What is a Taylor expansion?

A Taylor expansion is a method used in calculus to approximate a function using a polynomial. It is based on the idea that any function can be represented as an infinite sum of terms.

2. Why do we use Taylor expansions?

Taylor expansions are useful because they allow us to approximate complicated functions with simpler polynomials, making it easier to perform calculations and analyze the behavior of the function.

3. What is the formula for a Taylor expansion?

The general formula for a Taylor expansion is f(x) = f(a) + f'(a)(x-a) + f''(a)(x-a)^2 + ... + f(n)(a)(x-a)^n, where f(n)(x) represents the nth derivative of the function f(x) and a is the point around which the expansion is being performed.

4. How do you derive the analytic expression of a function by its Taylor expansion?

To derive the analytic expression of a function by its Taylor expansion, you need to first find the derivatives of the function at the point of expansion. Then, substitute these values into the general formula for a Taylor expansion and simplify the resulting expression.

5. What are some applications of Taylor expansions?

Taylor expansions have various applications in mathematics, physics, and engineering. Some examples include approximating the behavior of complex systems, solving differential equations, and calculating the value of a function at a point where it is difficult to evaluate directly.

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