Understanding Taylor Series Approximations

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SUMMARY

The discussion centers on Taylor Series Approximations, specifically the meaning of "about a point x=a" in relation to the interval of convergence centered at a. The Taylor series is expressed as ∑ a_n (x - a)^n, where the approximation of a function is derived from its values and derivatives at a single point. The conversation highlights the construction of successive Taylor polynomials based on known values and derivatives, ultimately leading to the Taylor series, which may not converge to the function at more than one point despite the function being infinitely differentiable.

PREREQUISITES
  • Understanding of Taylor Series and Taylor Polynomials
  • Knowledge of calculus, specifically derivatives
  • Familiarity with convergence concepts in series
  • Basic algebraic manipulation of functions
NEXT STEPS
  • Study the concept of convergence in infinite series
  • Learn about the properties of Taylor Polynomials
  • Explore examples of functions with Taylor series that do not converge
  • Investigate the application of Taylor series in numerical methods
USEFUL FOR

Students of calculus, mathematicians, and anyone interested in understanding function approximation through Taylor series and their applications in analysis and numerical methods.

j-lee00
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When it says "about a point x=a", what does this mean? why not just say at x = a?

Thanks
 
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Because x is a variable. Saying that the Taylor series is "about the point x= a" means its interval of convergence is centered on a:
\sum a_n (x- a)^n.
 
Because one is looking at a neighbourhood of a, say all x that satisfy |x-a|<d for some (small) number delta>0.
 
why can be written taylor series?
 
Despite the question mark, that is not a question.
 
Landau said:
Despite the question mark, that is not a question.

can we ask like that: how do the taylor's series work?
Thanks
 
Landau said:
Because one is looking at a neighbourhood of a, say all x that satisfy |x-a|<d for some (small) number delta>0.

HallsofIvy said:
Because x is a variable. Saying that the Taylor series is "about the point x= a" means its interval of convergence is centered on a:
\sum a_n (x- a)^n.

Thanks
 
alpagut said:
can we ask like that: how do the taylor's series work?
Thanks
One way to look at it is this- how can we best approximate a function, given information about it at a single point?

If the only thing we know is that f(a)= A, then the simplest thing to do is to approximate f(x) by the constant A- and there is no reason to think that any more complicated formula would give a better approximation.

If we know that f(a)= A and f'(a)= B, then we can approximate f by the linear function satisying those properties: y= A+ B(x- a).

If we know that f(a)= A, f'(a)= B, and f"(b)= C, the simplest function having those properties is y= A+ B(x- a)+ (C/2)(x- a)^2.

Continuing in that way, gives the succesive "Taylor's polynomials". For especially "nice" functions, we can extend that to an infinite power series, the "Taylor's series".

(But be careful, even if a function is infinitely differentiable, so that we can form the "Taylor's series", it can happen that the Taylor's series does not converge to the function at more than single point.)
 
HallsofIvy said:
One way to look at it is this- how can we best approximate a function, given information about it at a single point?

If the only thing we know is that f(a)= A, then the simplest thing to do is to approximate f(x) by the constant A- and there is no reason to think that any more complicated formula would give a better approximation.

If we know that f(a)= A and f'(a)= B, then we can approximate f by the linear function satisying those properties: y= A+ B(x- a).

If we know that f(a)= A, f'(a)= B, and f"(b)= C, the simplest function having those properties is y= A+ B(x- a)+ (C/2)(x- a)^2.

Continuing in that way, gives the succesive "Taylor's polynomials". For especially "nice" functions, we can extend that to an infinite power series, the "Taylor's series".

(But be careful, even if a function is infinitely differentiable, so that we can form the "Taylor's series", it can happen that the Taylor's series does not converge to the function at more than single point.)

Thank you!
 

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