Taylor/Polynomial Approximation Question

  • Thread starter Thread starter Lebombo
  • Start date Start date
  • Tags Tags
    Approximation
Click For Summary
SUMMARY

The discussion centers on the application of the Nth order Taylor Polynomial for approximating a polynomial function f(x) = 5 - 6x + 20x^3 + 10x^5, specifically centered at x = 5. It is established that if the Taylor Polynomial is of degree 5, the approximate polynomial g(x) will be identical to f(x) for all values of x. If the degree of the Taylor Polynomial is less than 5, g(x) will only approximate f(x) near the center value of x = 5.

PREREQUISITES
  • Understanding of polynomial functions and their properties
  • Familiarity with Taylor series and Taylor polynomials
  • Knowledge of polynomial degree and its implications
  • Basic calculus concepts, particularly derivatives
NEXT STEPS
  • Explore the derivation of Taylor polynomials for various functions
  • Study the implications of polynomial degree on approximation accuracy
  • Learn about the convergence of Taylor series for non-polynomial functions
  • Investigate applications of Taylor polynomials in numerical methods
USEFUL FOR

Mathematicians, students studying calculus, and anyone interested in numerical analysis and polynomial approximations.

Lebombo
Messages
144
Reaction score
0
If I have a polynomial function f(x) and I want to find an approximate polynomial g(x). I can apply the Nth order Taylor Polynomial of f centered at some value a.

So suppose I have f(x) = 5 - 6x + 20x^3 + 10x^5

and I want to find an approximate function, g(x), centered at 5.

From what I gather, this means that after I create the Taylor Polynomial of 5 degrees, when I plug in 5 to both f(x) and g(x), they will be equal values. That is, f(5) = g(5).

However, does this also mean that f(x) = g(x) for all values of x (not just the centered value) if one polynomial is approximated (Taylor polynomial) from another polynomial? (as opposed to a polynomial being approximated from a non-polynomial)?

Note: I'm not considering infinite series in this question, only nth term Taylor polynomials.
 
Physics news on Phys.org
Lebombo said:
If I have a polynomial function f(x) and I want to find an approximate polynomial g(x). I can apply the Nth order Taylor Polynomial of f centered at some value a.

So suppose I have f(x) = 5 - 6x + 20x^3 + 10x^5

and I want to find an approximate function, g(x), centered at 5.

From what I gather, this means that after I create the Taylor Polynomial of 5 degrees, when I plug in 5 to both f(x) and g(x), they will be equal values. That is, f(5) = g(5).

However, does this also mean that f(x) = g(x) for all values of x (not just the centered value) if one polynomial is approximated (Taylor polynomial) from another polynomial? (as opposed to a polynomial being approximated from a non-polynomial)?

Note: I'm not considering infinite series in this question, only nth term Taylor polynomials.

Your "approximation" polynomial g(x) will agree exactly with f(x) for all values. All you're really doing is changing from a polynomial that is a sum of powers of x (f) to one that is a sum of powers of x - 5.
 
Lebombo said:
If I have a polynomial function f(x) and I want to find an approximate polynomial g(x). I can apply the Nth order Taylor Polynomial of f centered at some value a.

So suppose I have f(x) = 5 - 6x + 20x^3 + 10x^5

and I want to find an approximate function, g(x), centered at 5.

From what I gather, this means that after I create the Taylor Polynomial of 5 degrees, when I plug in 5 to both f(x) and g(x), they will be equal values. That is, f(5) = g(5).

However, does this also mean that f(x) = g(x) for all values of x (not just the centered value) if one polynomial is approximated (Taylor polynomial) from another polynomial? (as opposed to a polynomial being approximated from a non-polynomial)?

Note: I'm not considering infinite series in this question, only nth term Taylor polynomials.

If your expansion around x=5 is degree 5, like the original polynomial, the 'approximate' polynomial will be exact everywhere. It will be the same as the original polynomial if you expand it out, because the terms in the Taylor expansion vanish after degree 5. If it's less than degree 5 then it will only be a good approximation near x=5.
 

Similar threads

  • · Replies 3 ·
Replies
3
Views
1K
Replies
6
Views
3K
Replies
2
Views
2K
Replies
2
Views
2K
Replies
9
Views
3K
  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 3 ·
Replies
3
Views
3K
  • · Replies 8 ·
Replies
8
Views
2K
  • · Replies 6 ·
Replies
6
Views
4K