Taylor Polynomial Approximations.

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SUMMARY

The discussion centers on Taylor Polynomial Approximations, specifically the process of approximating functions using polynomials of degree N. The key point is that each term in the Taylor series, such as the Maclaurin series for f(x)=e^x, contributes to a more accurate approximation of the function at a given point. The final formula sums all approximations together to enhance accuracy, as relying solely on the highest degree term would yield a poor approximation of the original function.

PREREQUISITES
  • Understanding of calculus concepts, particularly derivatives
  • Familiarity with polynomial functions and their properties
  • Knowledge of Taylor series and their applications
  • Basic grasp of the exponential function, specifically f(x)=e^x
NEXT STEPS
  • Study the derivation of Taylor series for various functions
  • Learn about the convergence of Taylor series and error analysis
  • Explore applications of Taylor polynomials in numerical methods
  • Investigate the differences between Taylor and Maclaurin series
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Students in calculus courses, educators teaching polynomial approximations, and anyone interested in the mathematical foundations of function approximation.

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Hello,

I'm new here, nice to meet you guys i was in class today and just didn't understand the taylor polynomial approximation, the professor started out approximating a function by polynomials of degree N, he first showed us how a linear polynomial was a crude approximation of the function at a given point but thing i don't get is when he moved on to the next approximation by using the first derivative, than the second...i just didnt get why the final formula added up all the approximations together?...

I just didnt get why like we had to sum up all the approximations rather than just making a formula for the last approximation of the function?...if I am not making any sense I am sorry but if you guys can explain the taylor polynomial a bit better i would greatly appreciate it.



Thanks,

Moe.
 
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I wrote a little bit about this some time ago... does this help you get started? https://www.physicsforums.com/blog.php?b=1758
 
Last edited by a moderator:
Not sure what you mean but if you take the Taylor polynomials for f(x)=e^x about x=0 (also called the Maclaurin polynomials for e^x) they are:

P_0(x) = 1
P_1(x) = 1 + x
P_2(x) = 1 + x + (1/2)x^2
P_3(x) = 1 + x + (1/2)x^2 + (1/6)x^3
etc.

So the first k+1 terms of a Taylor polynomial of degree n is the Taylor polynomial for the same function about the same point of degree k.

If you mean that we should just take the highest degree terms of the Taylor polynomials, in this example 1, x, (1/2)x^2, (1/6)x^3 etc. these terms alone would NOT be good approximations of the original function.
 

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