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单词 ExampleOfUseOfTaylorsTheorem
释义

example of use of Taylor’s theorem


In this entry we use Taylor’s Theorem in the following form:

Theorem 1 (Taylor’s Theorem: Bounding the Error).

Suppose f and all its derivatives are continuousMathworldPlanetmath. If Tn(x) is the n-th Taylor polynomialMathworldPlanetmath of f(x) around x=a, then the error, or the difference between the real value of f and the values of Tn(x) is given by:

|En(x)|=|f(x)-Tn(x)|M(n+1)!|x-a|n+1

where M is the maximum value of f(n+1) (the n+1-th derivative of f) in the interval between a and x.

Example 2.

Suppose we want to approximate e using the Taylor polynomial of degree 4, T4(x), around x=0 for the function ex. We know that

T4(x)=1+x+x2/2+x3/3!+x4/4!

so we are asking how close are e and T4(1)=1+1+1/2+1/6+1/24. In order to use the formula in the theorem, we just need to find M, the maximum value of the 4th derivative of ex between a=0 and x=1. Since f(4)=ex and ex is strictly increasing, the maximum in (0,1) happens at x=1. Thus M=e which is a number, say, less than 3. Therefore:

|E4(1)|=|f(1)-T4(1)|=|e-(1+1+1/2+1/6+1/24)|M5!|1-0|5=M5!<35!=0.025

Thus the approximation has an error of less than 0.025. Actually, if we use a calculator we obtain that the error is exactly 0.0099. But, of course, the whole point of the theorem is not to use a calculator.

Example 3.

What Taylor polynomial Tn(x) (what n) should we use to approximate e within 0.0001? As above, we will be using the Taylor polynomial Tn(x) for ex, evaluated at x=1. Thus, we want the error |En(1)|<0.0001. Notice all derivatives are ex and the maximum happens at x=1, where e1=e, so for all derivatives M<3. Hence by the theorem:

|En(1)|=|f(1)-Tn(1)|=|e-(1+1+1/2++1/n!)|M(n+1)!|1-0|n+1=M(n+1)!<3(n+1)!

So we need 3/(n+1)!<0.0001. Try several values of n until that is satisfied:

3/2=1.5, 3/3!=0.5, 3/4!=0.125, 3/5!=0.025, 3/6!=0.00416
3/7!=0.00059,3/8!=0.00007

Thus n=7 should work. So we just need T7(x), or add 1+1+1/2++1/7!.

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更新时间:2025/5/4 21:54:08