Calculus II - Approximating Functions With Polynomials

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SUMMARY

This discussion focuses on approximating functions using Taylor polynomials, specifically for the function sqrt(x). The key takeaway is that when approximating sqrt(101) with a Taylor polynomial of degree n=3, the choice of f(x) significantly impacts the derivatives and the resulting polynomial. Centering the series at a value like 100 simplifies calculations, as it allows for easier derivative evaluation. The discussion emphasizes that while multiple functions can be chosen for f(x), selecting a function that leads to a convergent series is crucial, particularly ensuring that |x|<1 for convergence.

PREREQUISITES
  • Understanding of Taylor series and polynomial approximations
  • Familiarity with derivatives and their calculations
  • Knowledge of convergence criteria for series
  • Basic proficiency in calculus, particularly with square root functions
NEXT STEPS
  • Study Taylor series expansion techniques for various functions
  • Learn about convergence criteria for power series
  • Explore practical applications of Taylor polynomials in numerical methods
  • Investigate alternative methods for function approximation, such as Padé approximants
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Students and educators in calculus, mathematicians focusing on numerical analysis, and anyone interested in function approximation techniques.

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Hi,

If I'm given something like this for a problem,

Approximate the given quantities using Taylor polynomials with n=3
sqrt(101)

how do I know what I should set f(x) equal to? I could set it to many different things, sqrt(x), sqrt(x+100), sqrt(x+50). My answer would be very different depending on what I set f(x) equal to. Like if I used f(x)=sqrt(x) and I centered it at x=0 I'm going to get zero for the derivatives, f(x)' = 1/(2sqrt(x)), and this is going to make p3(x) a different function had I used f(x)=sqrt(x+100) instead.

So I take it I can use what ever I want for f(x) on such a problem and my grader will just have to check everyone's paper with a fine tooth comb because people you can use a infinite amount of functions to set f(x) equal to?
 
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In this case, you would want to center your series at 100 because this is an easy value to take radicals of (after successive derivatives are taken). So your original function could be the square root of x and you simply center the series at 100. This is one way to do it and would ensure proper approximation near 100.

You would essentially be doing the same thing if you used the square root of (x + 100) with the series being centered at 0. Choose whatever is easiest to look at.
 
If you used [itex]f(x) = \sqrt{x}[/itex], the derivatives wouldn't exist at x=0.

You're right that there's not a unique way to solve the problem because you have some freedom in choosing f(x), but usually a good choice is fairly obvious.

To approximate a square root, you want to eventually get a factor that looks like [itex](1+x)^{1/2}[/itex], and it's this factor you'll approximate with the Taylor polynomial. One restriction you must meet is |x|<1 otherwise the series won't converge. For example, say you want to calculate [itex]\sqrt{10}[/itex]. You could do [tex]\sqrt{10} = \sqrt{9 + 1} = \sqrt{9}\sqrt{(1+1/9)}[/tex]Then you'd approximate the second square root using the polynomial. Similarly, you could also say[tex]\sqrt{10} = \sqrt{8 + 2} = \sqrt{8}\sqrt{(1+2/8)}[/tex]Both ways would work, but the first one is easier to calculate since you know the square root of 9 is 3. What you can't do is say[tex]\sqrt{10} = \sqrt{4+6} = \sqrt{4}\sqrt{1+6/4}[/tex] and then expand the second radical as a series because 6/4 is greater than 1.
 

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