Unformatted text preview:

Taylor’s TheoremJon LeeMarch 1, 2007Given a function f(x) whose derivatives f0(x), f00(x), . . . all exist at x = 0 (or moregenerally, any point x = a), we can find its Taylor series centered around 0, which is givento bef(x) ≈∞Xn=0f(n)(0)n!xn= f(0) + f0(0) · x + f00(0)/2 · x2+ f(3)(0)/6 · x3+ · · · .In computing a Taylor series using summation notation, the hardest part is coming upwith a closed form expression for f(n)(x), the n-th derivative of f(x). A few steps make thiseasier:1. compute a few actual derivatives f0(x), f00(x), . . .2. after having computed enough derivatives, spot a pattern and guess a general formulafor f(n)(x)3. to be safe, prove your formula is correct via inductionWhat happens if we try this on the function f(x) = log(1 − x)? Following the stepsabove, we find that1. Differentiating madly, we find thatf(x) = log(1 − x)f0(x) = −1/(1 − x)f00(x) = −1/(1 − x)2f(3)(x) = −2/(1 − x)3f(4)(x) = −6/(1 − x)4f(5)(x) = −24/(1 − x)5f(6)(x) = −120/(1 − x)6. . .12. It’s not too hard to guess a formula for f(n)(x) — after differentiating enough times,you get a goo d feel of the pattern. Here, we hope thatf(n)(x) = −(n − 1)!/(1 − x)nfor n ≥ 1 .3. Supposing we want to check that our formula is correct, we can prove it by induction.Indeed, assuming it holds for some value of n ≥ 1, we havef(n+1)(x) =ddxf(n)(x)=ddx−(n − 1)!/(1 − x)n= −n!/(1 − x)n+1by the chain rule ,which is what our formula gives.Since f(x) = log(1 − x) and f(n)(x) = −(n − 1)!/(1 − x)nfor n ≥ 1, we see that f(0) = 0and f(n)(0) = −(n − 1)! for n ≥ 1. The formula for a Taylor series then shows that theTaylor series for log (1 − x), centered around 0, islog(1 − x) ≈∞Xn=1−(n − 1)!n!xn=∞Xn=1−xnn= −x −x22−x33− · · · .We can also find error estimates by Taylor’s theorem, which states that the error betweenthe n-degree Taylor polynomial Tn(f), and a function f itself on the interval [−d, d] isbounded byM(n + 1)!|x|n+1,where M is a bound on f(n+1)on the interval [−d, d].In this example, choose n = 3 and the interval [−0.3, 0.3]. Then,Tn(f) = T3(f) = −x −x22−x33.For a value of M, we bound f(n+1)(x) = f(4)(x) on the interval [−0.3, 0.3]. It can be checkedthat the least value that works isM =0.344.Hence, on the interval [−0.3, 0.3], our error T3(x) − f(x) is bounded byM(3 + 1)!|x|3+1=0.344 · 4!|x|4which is less than0.344 · 4!· 0.34on [−0.3, 0.3]


View Full Document

Stanford MATH 42 - Lecture Notes

Download Lecture Notes
Our administrator received your request to download this document. We will send you the file to your email shortly.
Loading Unlocking...
Login

Join to view Lecture Notes and access 3M+ class-specific study document.

or
We will never post anything without your permission.
Don't have an account?
Sign Up

Join to view Lecture Notes 2 2 and access 3M+ class-specific study document.

or

By creating an account you agree to our Privacy Policy and Terms Of Use

Already a member?