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Section 10.1 Taylor approximations and series
Objectives
Approximate functions near a point by matching derivatives with a chosen polynomial.
Improve accuracy by adding terms and extending the idea to infinite series.
Derive Maclaurin series for
\(\ee^x\text{,}\) \(\sin x\text{,}\) and
\(\cos x\text{.}\)
We saw when we were doing curvature that there may be better approximations of a function than just lines; the osculating circle was one such example. So what other kinds of approximations can we have? (Also, we can note that the osculating circle depends only on the first and second derivatives, so it’s a second-order approximation.)
Given a function
\(f\text{,}\) we can find a polynomial function
\(p\) of degree
\(n\) such that
\begin{align*}
p(a) \amp = f(a)\\
p'(a) \amp = f'(a)\\
p''(a) \amp = f''(a)\\
\vdots\\
p^{(n)}(a) \amp = f^{(n)}(a)
\end{align*}
The resulting polynomial is called a Taylor polynomial.
\begin{align*}
p(x) \amp = f(a)+f'(a)(x-a)+\frac{f''(a)}{2!}(x-a)^{2}+\cdots+\frac{f^{(n)}(a)}{n!}(x-a)^{n} \\
\amp = \sum_{k=0}^{n} \frac{f^{(k)}(a)}{k!}(x-a)^{k}
\end{align*}
If we add more and more terms, we get a better and better approximation of the original function.
So if we had
infinitely many terms, we should match the function perfectly! This is called a Taylor series.
If
\(a=0\text{,}\) replace “Taylor” with “Maclaurin”.
\begin{align*}
\ee^{x} \amp = \sum_{k=0}^{\infty} \frac{x^{k}}{k!}\\
\sin x \amp = \sum_{k=0}^{\infty} \frac{(-1)^{k+1}x^{2k+1}}{(2k+1)!}\\
\cos x \amp = \sum_{k=0}^{\infty} \frac{(-1)^{k+1}x^{2k}}{(2k)!}
\end{align*}