What is Taylor series: Definition and 491 Discussions
In mathematics, the Taylor series of a function is an infinite sum of terms that are expressed in terms of the function's derivatives at a single point. For most common functions, the function and the sum of its Taylor series are equal near this point. Taylor's series are named after Brook Taylor, who introduced them in 1715.
If zero is the point where the derivatives are considered, a Taylor series is also called a Maclaurin series, after Colin Maclaurin, who made extensive use of this special case of Taylor series in the 18th century.
The partial sum formed by the first n + 1 terms of a Taylor series is a polynomial of degree n that is called the nth Taylor polynomial of the function. Taylor polynomials are approximations of a function, which become generally better as n increases. Taylor's theorem gives quantitative estimates on the error introduced by the use of such approximations. If the Taylor series of a function is convergent, its sum is the limit of the infinite sequence of the Taylor polynomials. A function may differ from the sum of its Taylor series, even if its Taylor series is convergent. A function is analytic at a point x if it is equal to the sum of its Taylor series in some open interval (or open disk in the complex plane) containing x. This implies that the function is analytic at every point of the interval (or disk).
In my introductory modern physics class, I was asked to compute the Taylor Series for exp(-ax^2) about the value x = 0 to second order in x. I am unfamiliar with the what "exp" before the function means, despite having approximated functions with Taylor Series before. I think there was some gap...
I know that for 1 variable, one can write ##e^{f(x)} = \sum_{n = 0}^{\infty}\frac{(f(x))^n}{n!}##. In the case of 2-variables ##f(x,y)##, I assume we cannot write ##e^{f(x,y)} = \sum_{n = 0}^{\infty}\frac{(f(x,y))^n}{n!}## right (because of how the Taylor series is defined for multiple...
Here is a proof of mean value theorem:
Consider a line passing through the points (a, f(a)) and (b, f(b)). The equation of the line is
y-f(a) = {(f(b)-f(a))/(b-a)} (x-a)
or y = f(a)+ {(f(b)-f(a))/(b-a)} (x-a)
Let h be a function that defines the difference between any function f and the...
My doubt arises over the definition of L'(v^2). If we are using ##x= v'^2##, shouldn't the derivative be made with respect to that very term? In essence, shouldn't it be: L'(v^2) = \frac{\partial L(v^2)}{\partial (v'^2)}? In the article I read, L'(v^2) = \frac{\partial L(v^2)}{\partial (v^2)} is...
We have ##L(v^2 + 2v\epsilon + \epsilon^2)##. Then, the book proceeds to mention that we need to expand this in powers of ##\epsilon## and then neglect the terms above first order, we obtain:
##L(v^2) + \frac{\partial L}{\partial v^2}2v\epsilon## (This is what I don't get).
We know taylor is...
Hi all,
I was wondering if there was a way to intuit the Lieb-Robinson bound from simply looking at the taylor series for an operator ##A(t) = e^{-iHt}Ae^{iHt}## where ##H## is a k-local Hamiltonian and ##A(t)## initially starts off as a single-site operator. The generic idea is that at each...
I've occasionally seen examples where autonomous ODE are solved via a power series.
I'm wondering: can you also find a Taylor series solution for a non-autonomous case, like ##y'(t) = f(t)y(t)##?
First I got ##f(0)=0##,
Then I got ##f'(x)(0)=\frac{\cos x(2+\cosh x)-\sin x\sinh x}{(2+\cosh x)^2}=1/3##
But when I tried to got ##f''(x)## and ##f'''(x)##, I felt that's terrible, If there's some easy way to get the anwser?
Hello,
I am reading a course on signal processing involving the Z-transform, and I just read something that leaves me confused.
Let ##F(z)## be the given Z-transform of a numerical function ##f[n]## (discrete amplitudes, discrete variable), which has a positive semi-finite support and finite...
Greetings!
Here is the solution that I understand very well I reach a point I think the Professor has mad a mistake , which I need to confirm
after putting x-1=t
we found:
But in this line I think there is error of factorization because we still need and (-1)^(n+1) over 3^n
Thank you...
I have found the Taylor series up to 4th derivative:
$$f(x)=\frac{1}{2}-\frac{1}{4}(x-1)+\frac{1}{8}(x-1)^2-\frac{1}{16}(x-1)^3+\frac{1}{32}(x-1)^4$$
Using Taylor Inequality:
##a=1, d=2## and ##f^{4} (x)=\frac{24}{(1+x)^5}##
I need to find M that satisfies ##|f^4 (x)| \leq M##
From ##|x-1|...
We sometimes write that
\sin x=x+O(x^3)
that is correct if
\lim_{x \to 0}\frac{\sin x-x}{x^3}
is bounded. However is it fine that to write
\sin x=x+O(x^2)?
I was recently studying the pressure gradient force, and I found it interesting (though this may be incorrect) that you can use a Taylor expansion to pretend that the value of the internal pressure of the fluid does not matter at all, because the internal pressure forces that are a part of the...
I was trying to find this form of the Taylor series online:
$$\vec f(\vec x+\vec a) = \sum_{n=0}^{\infty}\frac{1}{n!}(\vec a \cdot \nabla)^n\vec f(\vec x)$$
But I can’t find it anywhere. Can someone confirm it’s validity and/or provide any links which mention it? It seems quite powerful to be...
I have the following function
$$f^{(0)}\left(x\right)=f\left(x\right)=e^{x}$$
And want to approximate it using Taylor at the point ##\frac{1}{\sqrt e} ##
I also want to decide (without calculator)whether the error in the approximation is smaller than ##\frac{1}{25} ##
The Taylor polynomial is...
I read Iterative methods for optimization by C. Kelley (PDF) and I'm struggling to understand proof of
Notes on notation: S is a simplex with vertices x_1 to x_{N+1} (order matters), some edges v_j = x_j - x_1 that make matrix V = (v_1, \dots, v_n) and \sigma_+(S) = \max_j \lVert...
Hi,
I was watching a video on the origin of Taylor Series shown at the bottom.
Question 1:
The following screenshot was taken at 2:06.
The following is said between 01:56 - 02:05:
Halley gives these two sets of equations for finding nth roots which we can generalize coming up with one...
I'm currently typing up some notes on topics since I have free time right now, and this question popped into my head.
Given a problem as follows:
Find the first five terms of the Taylor series about some ##x_0## and describe the largest interval containing ##x_0## in which they are analytic...
I have taken a look but most books and Online stuff just menctions the First order Taylor for 3 variables or the 2nd order Taylor series for just 2 variables.
Could you please tell me which is the general expression for 2nd order Taylor series in 3 or more variables? Because I have not found...
This attractor is unusual because it uses both the tanh() and abs() functions. A picture can be found here (penultimate image). Here is some dependency-free Python (abridged from the GitHub code, but not flattened!) to generate the data to arbitrary order:
#!/usr/bin/env python3
from sys...
I tried diffrentiating upto certain higher orders but didn’t find any way.. is there a trick or a transformation involved to make this task less hectic? Pls help
Hi,
I was trying to solve the following problem myself but couldn't figure out how the given Taylor series for log(x) is found.
Taylor series for a function f(x) is given as follows.
Question 1:
I was trying to find the derivative of log(x).
My calculator gives it as...
I came across this basic limits question
Ltx->0[(ln(1+X)-sin(X)+X2/2]/[Xtan(X)Sin(X)]
The part before '/'(the one separated by ][ is numerator and the one after that is denominator
The problem is if I substitute standard limits :
(Ltx->0tan(X)/x=1
Ltx->0sin(X)/X=1
Ltx->0ln(1+X)/X=1)
The...
Because the Taylor series centered at 0, it is same as Maclaurin series. My attempts:
1st attempt
\begin{align}
\frac{1}{1-x} = \sum_{n=0}^\infty x^n\\
\\
\frac{1}{x} = \frac{1}{1-(1-x)} = \sum_{n=0}^\infty (1-x)^n\\
\\
\frac{1}{x^2} = \sum_{n=0}^\infty (1-x^2)^n\\
\\
\frac{1}{(2-x)^2} =...
The error ##e_{n}(y)## for ##\frac{1}{1-y}## is given by ##\frac{1}{(1-c)^{n+2}}y^{n+1}##. It follows that
##\frac{1}{1+y^2}=t_n(-y^2)+e_n(-y^2)##
where ##t_n(y)## is the Taylor polynomial of ##\frac{1}{1-y}##. Taking the definite integral from 0 to ##x## on both sides yields that...
I have written some ODE solvers, using a method which may not be well known to many. This is my attempt to explain my implementation of the method as simply as possible, but I would appreciate review and corrections.
At various points the text mentions Taylor Series recurrences, which I only...
Hi, as you know infinite sum of taylor series may not converge to its original function which means when we increase the degree of series then we may diverge more. Also you know taylor series is widely used for an approximation to vicinity of relevant point for any function. Let's think about a...
Hi, I've been reading the passage attached below and from what I understand we are looking at a 1D chain of atoms and if anyone atom moves it changes the potential for surrounding atoms and cause a change in energy in the system so the total energy is dependent on all the positions of the atoms...
Homework Statement
Given: ## f(x) = \sum_{n=0}^\infty (-1)^n \frac {\sqrt n} {n!} (x-4)^n##
Evaluate: ##f^{(8)}(4)##
Homework Equations
The Taylor Series Equation
The Attempt at a Solution
Since the question asks to evaluate at ##x=4##, I figured that all terms in the series except for the...
Homework Statement
Show that the magnitude of the net force exerted on one dipole by the other dipole is given approximately by:$$F_{net}≈\frac {6q^2s^2k} {r^4}$$
for ##r\gg s##, where r is the distance from one dipole to the other dipole, s is the distance across one dipole. (Both dipoles are...
We were informally introduced Taylor series in my physics class as a method to give an equation of the electric field at a point far away from a dipole (both dipole and point are aligned on an axis). Basically for the electric field: $$\vec E_{axis}=\frac q {4πε_o}[\frac {1} {(x-\frac s 2)^2}-...
Hello there, I am studying Taylor series, and in the slides given to us we calculated the taylor series of ln $(\frac{1+x}{1-x} )$ = ln(1 + x) − ln(1 − x), by using standard Taylor series of ln(1 + x).
The notes then proceed to say :
" It can be shown that every positive real number t can be...
I've read that, in general, the energy of a wave, as opposed to what's commonly taught, isn't strictly related to the square of the amplitude. It can be seen to be related to a Taylor series, where E = ao + a1 A + a2A2 ... Also, that the energy doesn't depend on phase, so only even terms will...
I am trying to solve an integral that has ##\frac{1}{1+x^2}## as a factor in the integrand. In my book it is claimed that if we use ##\displaystyle \frac{1}{1+x^2} = \sum_{n=0}^{\infty} (-1)^n \frac{1}{x^{2n+2}}## the problem can be solved immediately. But, I am confused as to where this series...
Homework Statement
Find the Taylor expansion up to four order of x^x around x=1.
Homework EquationsThe Attempt at a Solution
I first tried doing this by brute force (evaluating f(1), f'(1), f''(1), etc.), but this become too cumbersome after the first derivative. I then tried writing: $$x^x =...
Can anyone tell me how if the derivative of n(n') is quadratic the second term in the taylor series expansion given below vanishes. This doubt is from the book Classical Mechanics by Goldstein Chapter 6 page 240 3rd edition. I have attached a screenshot below
I already learn to use Taylor series as:
f(x) = ∑ fn(x0) / n! (x-x0)n
But i don´t see why the serie change when we use differents x0 points.
Por example:
f(x) = x2
to express Taylor series in x0 = 0
f(x) = f(0) + f(0) (x-0) + ... = 0 due to f(0) = (0)2
to x0=1 the series are...
Hi,
Is this possible to represent a periodic function like a triangular wave or square wave using a Taylor series? A triangular wave could be represented as f(x)=|x|=x 0<x<π or f(x)=|x|=-x -π<x<0. I don't see any way of doing although I know that trigonometric series could be used instead...
Let h(h(x)) = exp(x), where h(⋅) is holomorphic in the whole ℂ plane.
I want an extension of the domain of exp(⋅) and of h(⋅) so that
we can find values of these functions for x = Aleph(0).
Homework Statement
i) What is the Taylor Series for f(x) = (1+x)^m about x=0 where m is a real number?
ii) Why does this binomial series terminate when m is a non-negative integer? A
iii) Can the result to (i) be used to find the first four non-zero terms of the series for (1+x)^(-1/2)...
Homework Statement
Find the Taylor series for:
ln[(x - h2) / (x + h2)]
Homework Equations
f(x+h) =∑nk=0 f(k)(x) * hk / k! + En + 1
where En + 1 = f(n + 1)(ξ) * hn + 1 / (n + 1)!
The Attempt at a Solution
ln[(x - h2) / (x + h2)] = ln(x-h2) - ln(x + h2)
This is as far as I have been able to...
Can the Taylor series be used to evaluate fractional-ordered derivative of any function?
I got this from Wikipedia:
$$\frac{d^a}{dx^a}x^k=\frac{\Gamma({k+1})}{\Gamma({k-a+1})}x^{k-a}$$
From this, we can compute fractional-ordered derivatives of a function of the form ##cx^k##, where ##c## and...
I'm using this method:
First, write the polynomial in this form:
$$a_nx^n+a_{n-1}x^{n-1}+...a_2x^2+a_1x=c$$
Let the LHS of this expression be the function ##f(x)##. I'm going to write the Taylor series of ##f^{-1}(x)## around ##x=0## and then put ##x=c## in it to get ##f^{-1}(c)## which will be...
Hi, I've got this:
$$\sin{(A*B)}\approx \frac{Si(B^2)-Si(A^2)}{2(\ln{B}-ln{A})}$$, whenever the RHS is defined and B is close to A ( I don't know how close).
Here ##Si(x)## is the integral of ##\frac{\sin{x}}{x}##
But, to check it, I need to evaluate the ##Si(x)## function. I'm new with Taylor...
Hi
If I have a problem of the form:
A1ek1t + A2ek2t = C
where A1,A2,k1,k2,C are real and known
Or simplified:
ex + AeBx = C
I can turn it into an nth degree polynomial by Taylor Series expansion, but I'd like to know what other methods I can study
Thanks,
Archie
Homework Statement
For example
cosh(x) = 1+x2/2!+x4/4!+x6/6!+...
Homework EquationsThe Attempt at a Solution
So plugging in x=0 you get that coshx = 1 at the origin. The approximate graph for the coshx function up to the second order looks like a 1+x2/2! graph, but what about graphing coshx...
I'm studying QFT in the path integral formalism, and got stuck in deriving the Schwinger Dyson equation for a real free scalar field,
L=½(∂φ)^2 - m^2 φ^2
in the equation,
S[φ]=∫ d4x L[φ]
∫ Dφ e^{i S[φ]} φ(x1) φ(x2) = ∫ Dφ e^{i S[φ']} φ'(x1) φ'(x2)
Particularly, it is in the Taylor series...