Taylor Series is the expansion of the function. It represents function as infinite sum of the derivative values of the function. The series was introduced by Brook Taylor. The series is approximation of a real-complex function around a point. This series if developed around zero is referred to as Maclaurin Series, introduced by Colin Maclaurin, a Scottish mathematician.
What is Taylor Series?
The Taylor Series is polynomial approximation of a function. It is nothing but the "infinite degree" of Taylor polynomial. It is a special kind of power series.
Let's say, there is a function which is infinitely differential at; then the series centered around will be
The one dimensional series for the same function can be written as
Examples of Taylor Series
Find the first four non zero terms of the Taylor series centered at for
Also, this can regarded as taylor polynomial of Tanx for degree 7.
What is the Taylor Series?
To find the series, we have start with the derivates of
sin’(x) = cos (x)
sin”(x) = - sin(x)
sin””(x) = - cos (x)
sin4(x) = sin(x)
Now, we will find the function and derivates
sin(0) = 0
sin’(0) = 1
sin”(0) = 0
sin””(0) = -1
By Taylors formula,
How Taylor Series Work?
Taylor Series follows Taylors theorem which states that if
and it hold the condition
Then the series is,
The proof of the theorem is based on continuous application of the L'Hôpital's rule such that
The Taylor series is basically a power series. It is summation of series of differential taken around a particular point. Lets understand how it works with help of an example
Suppose a function needs to be approximate around a point .Let's assume point to be zero. As the function is continuous let take a constant function y = f(0). then,
Y’ = f’(0)
Y = f’(0)x + c
As x = 0, f(0), approximation will be
y = f’(0) x + f(0)y
The second derivative would be
y" = f”(0)
y’ = f”(0)x + f’(0)
y = f”(0) x2/2 + f’(0)x + f(0)
The third derivative would be
The approximation will addition of all these, it will be
Application of Taylor Series
The foremost important application of the series is the calculation of the function to the approximate value. In algorithm series are used indirectly, for instance algorithm CORDIC uses series to find the value of arctan2-n before hard coding them. It is also used in Numerical analysis such as error approximation and error bound estimation.
The series expansion has helped in the development of many other advanced techniques that manipulates using past approximation for cancelling the error. one such example is Romberg procedure for integration.
It have some practical application in physic such as it is used to develop pendulum equation and Einstein Brownian motion. Taylor Series calculator is also widely used in applied mathematics and engineering. Although the series is being widely used in various subject it have certain constraints such as it is polynomial and just approximation. It shows error if moved away from the point of expansion.
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