Meaning of interval of convergence when approximating functions

346 Views Asked by At

Let's say I have a Taylor series approximation, $p(x)$, of a function $f(x)$ at $a$:

$$ p(x)=\sum_{n=0}^\infty{\frac{f^{(n)}(a)}{n!}(x-a)^n} $$

And that this Taylor series has a radius of convergence of $r$.

Does the radius of convergence mean, that $\forall x\in(a-r,a+r)$, $p(x)$ approximates $f(x)$ perfectly (assuming that there are infinite terms in the series)? So that as long as $x$ is in the interval of convergence, $p(x)=f(x)$? Also, is there some other meaning to the radius/interval of convergence (in this context)?

2

There are 2 best solutions below

2
On BEST ANSWER

No, convergence does not mean that the series is exact there. For example, the function which is $0$ for $x = 0$ and $e^{-1/x^2}$ for $x \neq 0$ (which is infinitely differentiable) has, when expanded at $x=0$, a Taylor series which has infinite radius of convergence and yet which doesn't approximate the function very well at all.

Sort of conversely, the standard Taylor series expansion for $\ln(1+x)$ diverges once $x > 2$, but we may center our Taylor series differently and it will converge (and equal $\ln(1+x)$). This property is called being analytic.

But if the series converges and the remainder estimates go to $0$ in the limit (as you add more terms), then the Taylor series is equal to the original function.

I wrote a blog post for some of my calculus students about Taylor series before. In section $3$ I introduce a different function whose Taylor series doesn't approximate the function itself, and discuss it a bit.

0
On

The interval of convergence tells you for which values of $x$ the series converges. However, it doesn't necessarily tell you that it converges to $f\left(x\right) .$ The Taylor series of a function about some point can converge to a different function. Consider

$$ f(x) = \begin{cases} e^{-1/x^2}&\text{if } x\not=0\\ 0&\text{if } x=0 \end{cases}. $$

Since the function and each of its derivatives is $0$ at $x=0$, the Taylor series expansion about $a=0$ is zero, but the function isn't.