Taylor Polynomial. Understanding.

In summary, the Taylor polynomial of second degree tells you the behaviour of a function near the x=0 point. It is used to approximate functions in applied mathematics and physics.
  • #1
beaf123
41
0

Homework Statement



Last exam in my school this exircise was given:

From norweagen:
" Decide the Taylor polynomial of second degree of x=0 of the function:

f(x) = 3x^3 + 2x^2 + x + 1

I found the Taylor polynomial of second degree to be: 2X^2+X+1, which is correct.

If I get an exircise like this on the exam I thought maybe it would give me some bonus points if I could show it a the graph. what exactly does the Taylor polynomial tell me?

How f(x) behave near x=0?

And found out that the polynomial of third degree or (infinity) gives me back the original function. So what's the point in doing this on a function like this? To get an easier functiopn to work with?

And for a function like f(x) = e^x, which has infinitly many derivatives. The sum of all derivivatives estimate the function compleatly?

And what is that good for?


Homework Equations





The Attempt at a Solution

 
Physics news on Phys.org
  • #2
You are correct in that the full Taylor expansion of an polynomial always returns to you the original polynomial. Notice that your degree two Taylor polynomial is also your original polynomial, but without the terms with degree higher than 2.

The idea of Taylor polynomials is that any smooth function can be approximated arbitrarily well with just polynomials. In my opinion, this is a truly beautiful fact. Why should we expect this? Are there other functions we can use instead of polynomials? Maybe sines and cosines?

As for their practical uses:
As you said, they describe the behaviour of the function around a point. They show up in applied mathematics and physics a fair bit when people want to make approximations to functions. They show up in numerical mathematics, again for approximation purposes. Power series are used to solve differential equations, and the Taylor series is a special kind of power series which converges to a known function. Combinatorial enumeration uses power series, and sometimes Taylor series show up there (though only formally). The Taylor series of real functions is used to extend the idea of evaluating functions on operators; for example, we use the Taylor series expansion of the exponential to define the matrix exponential, matrix logarithm, etc.

There are classes of functions which are infinitely differentiable, but are not analytic (that is, their Taylor series do not always converge in a neighbourhood of their domain). Hence some people study analytic functions themselves: this lends itself to the difference between, say, smooth and analytic manifolds. You will see in complex analysis though that every differentiable function is in fact holomorphic! (another word that means analytic).

Taylor's theorem is actually a special case of a far more powerful theorem called the Stone-Weierstrass Theorem. If X is a compact Hausdorff space and [itex] B \subseteq C(X,\mathbb R)[/itex] (continuous functions from X to [itex] \mathbb R [/itex]) is a unital subalgebra which separates points, the B is dense in [itex] C(X,\mathbb R) [/itex].
 
  • #3
Beautiful answer! Thank you very much:-)
 

What is a Taylor Polynomial?

A Taylor Polynomial is a mathematical expression used to approximate a function at a specific value or point. It is a finite sum of terms that are calculated using the function's derivatives at that point.

How is a Taylor Polynomial different from a Taylor Series?

A Taylor Polynomial is a truncated version of a Taylor Series, which is an infinite sum of terms calculated using the function's derivatives at a point. A Taylor Polynomial only includes a limited number of terms, making it a closer approximation to the function than a Taylor Series.

What is the purpose of using a Taylor Polynomial?

The purpose of using a Taylor Polynomial is to approximate a complicated function with a simpler one. This can make calculations and analysis easier, especially when dealing with complex functions that are difficult to evaluate analytically.

How is a Taylor Polynomial calculated?

A Taylor Polynomial is calculated using a formula that involves the function's derivatives evaluated at a specific point. The formula follows a specific pattern, where each term is calculated using the previous term's derivative and the distance from the point of evaluation.

What is the difference between a Taylor Polynomial and a Maclaurin Polynomial?

A Maclaurin Polynomial is a special case of a Taylor Polynomial, where the point of evaluation is set to 0. This means that all the derivatives used in the Maclaurin Polynomial are evaluated at 0. A Taylor Polynomial, on the other hand, can be evaluated at any point.

Similar threads

  • Calculus and Beyond Homework Help
Replies
3
Views
921
  • Calculus and Beyond Homework Help
Replies
2
Views
1K
  • Calculus and Beyond Homework Help
Replies
6
Views
2K
  • Calculus and Beyond Homework Help
Replies
1
Views
851
  • Calculus and Beyond Homework Help
Replies
9
Views
1K
  • Calculus and Beyond Homework Help
Replies
5
Views
990
  • Calculus and Beyond Homework Help
Replies
9
Views
2K
  • Calculus and Beyond Homework Help
Replies
2
Views
843
  • Calculus and Beyond Homework Help
Replies
2
Views
2K
  • Calculus and Beyond Homework Help
Replies
2
Views
866
Back
Top