Taylor Series
Taylor series
, or Taylor polynomial
is a series that can REPRESENT a function,
regardless what function it is.
▼Refer to 3Blue1Brown for animation & intuition: Taylor series | Chapter 10, Essence of calculus
“Taylor Series is one of the most powerful tools Math has to offer for approximating functions.” — 3Blue1Brown
►Refer to Khan academy: Taylor & Maclaurin polynomials intro (part 1)
▼Refer to xaktly: Taylor Series
(▲ C
represents the centre where we're centred at to approximate the function.)
▲ Notice: The
Taylor Series
is aPower Series
, which means we can use a lot of techniques of power series on this to operate it easily.
We could expand it and make it clearer ▼:
The main purpose of using a Taylor Polynomial
is to REPLACE the original function with a polynomial, which it is easy to work with.
etc., we can express the function f(x) = eˣ
as ▼:
More importantly, by adding more & more terms into the polynomial, we can approximate the function more precisely:
►Refer to joseferrer: Mathematical explanation — Taylor series
►For More animation, visit Desmos: Taylor Series Visualization
Example
Solve:
- First to know the formula of
Taylor Series
centred atx=1
:
- The problem is asking the coefficient of
(x-1)³
, means all the rest part in the formula, which is:
- And it also means the
n=3
, so the coefficient becomes:
- Let’s evaluate the
f'''(1)
:
- So the coefficient is:
Example
Solve:
- Let’s express the Taylor polynomial to the
nth degree
as:
- Since it’s asking for the series to the
3rd degree
, then it becomes:
- And we only need to find out every degree of derivatives, and we will get:
- So the Taylor polynomial then is: