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Taylor’s Formula.

Do you still remember that I am still only fourteen?” I said, starting to lose my temper and grasping how Mum should feel like when Dad says things like, “Such a sophisticated perfume honey, how many litres and for how long did you need to soak in it? Come to my localhost, I will turn off my firewall, disable my antivirus, grant you sudo access, and show you my source code,” Apocalypse, Anawim, #justothepoint

 

Taylor's formula is a fundamental result in calculus that allows us to approximate a function with a polynomial. Let f(x) be a function that is n-times differentiable on an interval about x = 0. We can approximate f near 0 by a polynomial Pn(x) of degree n.

For n = 0, the best constant approximation near 0 is obviously P0(x) = f(0). For n = 1, the best linear approximation near 0 is P0(x)=f(0)+f′(0)x. For n=2, the best quadratic approximation near 0 is $P_2(x) = f(0) + f’(0)x + \frac{f’’(0)}{2!}x^2$. Continuing this argument, $P_n(x) = f(0) + f’(0)x + \frac{f’’(0)}{2!}x^2 + ··· + \frac{f^{(n)}(0)}{2!}x^n = \sum_{k=0}^n \frac{f^{(k)}(0)}{k!}x^k.$

This is the Taylor polynomial of degree n about 0 (also called the Maclaurin series of degree n). More generally, let f(x) be a function that is n-times differentiable on an interval about x = a. We can approximate f near a by a polynomial Pn(x) of degree n with the Taylor series of degree n about a, $f(a) + f’(a)(x-a) + \frac{f’’(a)}{2!}(x-a)^2 + ··· + \frac{f^{(n)}(a)}{k!}(x-a)^n = \sum_{k=0}^n \frac{f^{(k)}(a)}{k!}(x-a)^k.$

Taylor’s theorem. Let f(x) be a function f: ℝ → ℝ that is n times differentiable at the point a. Then, there exists a function hn: ℝ → ℝ such that $f(x) = f(a) + f’(a)(x-a) + \frac{f’’(a)}{2!}(x-a)^2 + ··· + \frac{f^{(n)}(a)}{n!}(x-a)^n + h_n(x-a)^n$, and $\lim_{x \to a} h_n(x) = 0.$

Lagrange form of the remainder. Let f(x) be n+1 continuos derivatives on an open interval containing a. Then, for each x in the interval f(x) = $\sum_{k=0}^n \frac{f^{(k)}(a)}{k!}(x-a)^k + R_{n+1}(x)$ where the remainder satisfies $R_{n+1}(x) = \frac{f^{(n+1)}(c)}{(n+1)!}(x-a)^{n+1}$ for some c between a and x.

We want to come up with a general method for writing a power series representation for a function. First, let’s assume that the function, f(x), has derivatives of every order and that we can indeed find them all, the result would be f(x) = $\sum_{n=0}^∞ \frac{f^{(n)}(0)}{n!}(x)^n$ where 0! = 1.

f(x) = a0 + a1x + a2x^2 + ··· + anxn + ···
f’ = a1 + 2a2x + 3a3x^2 + ···
f’’ = 2a2x + 3·2a3x + 4·3a4x2 ···
f’’’ = 3·2a3 + 4·3·2a4x ···

It is easy to figure it out the general term, e.g., f’’’(0) = 3·2a3, a3 = $\frac{f’’’(0)}{3·2·1}$, hence, an = $\frac{f^{(n)}(0)}{n!}$. In general, Taylor Series, f(x) = $\sum_{n=0}^∞ \frac{f^{(n)}(a)}{n!}(x-a)^n = f(a) + f'(a)(x-a) + \frac{f''(a)}{2!}(x-a)^2 + ··· + \frac{f^{(n)}(a)}{n!}(x-a)^n + ···$

Examples

Recall, $e^x = \sum_{n=0}^∞ \frac{1}{n!}x^n$ ⇒[Substitute -3x2] $x^4e^{-3x^2} = x^4 \sum_{n=0}^∞ \frac{(-3x^2)^n}{n!} = x^4\sum_{n=0}^∞ \frac{(-3)^nx^{2n}}{n!} = \sum_{n=0}^∞ \frac{(-3)^nx^{2n+4}}{n!}$

Recall, $e^x = \sum_{n=0}^∞ \frac{1}{n!}x^n$ ⇒[Substitute x = -t2] $e^x = 1 -t^2 +\frac{t^2}{2!} -\frac{t^6}{3!}+···$

erf(x) = $\frac{2}{\sqrt{π}}\int_{0}^{x} e^{-t^2}dx$ =[$e^x = 1 -t^2 +\frac{t^2}{2!} -\frac{t^6}{3!}+···$] $\frac{2}{\sqrt{π}} (x -\frac{x^3}{3}+\frac{x^5}{5·2!}-\frac{x^7}{7·5!}+···)$

Bibliography

This content is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License and is based on MIT OpenCourseWare [18.01 Single Variable Calculus, Fall 2007].
  1. NPTEL-NOC IITM, Introduction to Galois Theory.
  2. Algebra, Second Edition, by Michael Artin.
  3. LibreTexts, Calculus. Abstract and Geometric Algebra, Abstract Algebra: Theory and Applications (Judson).
  4. Field and Galois Theory, by Patrick Morandi. Springer.
  5. Michael Penn, and MathMajor.
  6. Contemporary Abstract Algebra, Joseph, A. Gallian.
  7. YouTube’s Andrew Misseldine: Calculus. College Algebra and Abstract Algebra.
  8. MIT OpenCourseWare 18.01 Single Variable Calculus, Fall 2007 and 18.02 Multivariable Calculus, Fall 2007.
  9. Calculus Early Transcendentals: Differential & Multi-Variable Calculus for Social Sciences.
  10. Paul’s Online Notes, Calculus II, Series & Sequences.
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