Approximating the Square Function: Mathematical Tricks and Other Methods

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Homework Help Overview

The discussion revolves around approximating the function \( (x-1)^{1/n} \) for \( n \) being an integer greater than 1, particularly as \( x \) approaches 1. Participants explore the limitations of using Taylor series due to the non-differentiability at that point and seek alternative mathematical tricks or methods for approximation.

Discussion Character

  • Exploratory, Assumption checking, Mathematical reasoning

Approaches and Questions Raised

  • Participants discuss the challenges of differentiability at \( x=1 \) and question the validity of using Taylor series. Some suggest linear approximations near \( x_0 > 1 \), while others inquire about alternative methods such as the binomial theorem for approximations. There is also mention of the difficulties associated with non-smooth functions.

Discussion Status

The conversation is ongoing, with various participants contributing different perspectives on approximation methods. Some guidance has been offered regarding the use of the binomial theorem, but no consensus has been reached on the best approach to take.

Contextual Notes

Participants express uncertainty about the original problem statement and its constraints, particularly regarding the nature of the approximation required and the conditions under which it is to be applied.

PeteSampras
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Homework Statement
Is there some way to approximate this function, for x=1?
Relevant Equations
The function is ##(x-1)^{1/n}##, with ##n## integer and n>1 and n=odd.
Obviously, a priori it is not possible tu use the Taylor series because the derivative ##\sim (x-1)^{1/n-1}## is not well defined in x=1.

Is there any mathematical trick? or, other approximation?
 
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PeteSampras said:
Homework Statement:: Is there some way to approximate this function, for x=1?
Relevant Equations:: The function is ##(x-1)^{1/n}##, with ##n## integer and n>1 and n=odd.

Obviously, a priori it is not possible tu use the Taylor series because the derivative ##\sim (x-1)^{1/n-1}## is not well defined in x=1.

Is there any mathematical trick? or, other approximation?
Do you mean for ##x \approx 1##?

At ##x = 1## you have ##0^{1/n} = 0##.
 
f'(x_0) = \lim _{x\to x_0} \frac{f(x)-f(x_0)}{x-x_0} \Rightarrow f'(x_0)(x-x_0) +f(x_0) = f(x) +o(|x-x_0|),\ x\to x_0 .
Take x_0 =1 + \delta. If |x-x_0| is small, then it's a pretty good linear approximation.
 
Last edited:
Thanks. I don't understand your idea, because ##f'(x_0)## does not exist for x_0=1
 
PeroK said:
Do you mean for ##x \approx 1##?

At ##x = 1## you have ##0^{1/n} = 0##.

Thanks. This is my doubt.

As for example, if is there any approximation of ##x^{1/3}## near x=0, where Taylor is not possible because the function is not differentiable
 
PeteSampras said:
Thanks. I don't understand your idea, because ##f'(x_0)## does not exist for x_0=1
Indeed, but if you can calculate value of derivative exactly just a bit further from 1, then you could approximate linearly around a very small neighborhood of x_0>1.
 
PeteSampras said:
Thanks. This is my doubt.

As for example, if is there any approximation of ##x^{1/3}## near x=0, where Taylor is not possible because the function is not differentiable
If ##x## is small, then powers of ##x## are smaller. But, ##x^{1/3} > x##, so you are not going to get a power series approximation to ##x## in powers of ##x##.
 
For the record, non-smooth approximation is hard. Most of the theory I've come across always assumes differentiability or absolute continuity or something "nice". Non-smooth continuous functions need not be nice at all.
 
nuuskur said:
Indeed, but if you can calculate value of derivative exactly just a bit further from 1, then you could approximate linearly around a very small neighborhood of x_0>1.

I don't understand :(
PeroK said:
If ##x## is small, then powers of ##x## are smaller. But, ##x^{1/3} > x##, so you are not going to get a power series approximation to ##x## in powers of ##x##.

This mean that, in my problem ##(1-x)^{1/n}## is not possible to approximate the function for ##x_0 \approx 1##?
 
  • #10
PeteSampras said:
This mean that, in my problem ##(1-x)^{1/n}## is not possible to approximate the function for ##x_0 \approx 1##?

I don't see how you can do it with a Taylor series. One problem is that the derivatives are unbounded near ##x = 1##.
 
  • #11
For an approximation, I suggest you expand using the binomial theorem and take the limit as x approaches 1. For ##x\gt 1## $$(x-1)^{\frac{1}{n}}=(x)^{\frac{1}{n}}(1-\frac{1}{x})^{\frac{1}{n}}=(x)^{\frac{1}{n}}\sum_{k=0}^{\infty} \begin{pmatrix}
\frac{1}{n} \\
k
\end{pmatrix} (\frac{1}{x})^k $$Use the identity$$
\begin{pmatrix}
\frac{1}{n} \\
k
\end{pmatrix}=\frac{(-1)^k}{k!} \prod_{j=0}^{k-1} (j-\frac{1}{n})$$ for each term in the series.
 
Last edited:
  • #12
You might as well work in terms of ##x^{\frac 1n}##, for x near zero,
It depends what you want from an approximation. Generally you want such as an easy way to generate numerical solutions. What form will x be in? If in scientific notation, ##x=a\times 10^m##, you have ##a^{\frac 1n}\times 10^{\frac mn}##. For large n you can ignore ##a^{\frac 1n}##, and it’s easy to reduce m so that it is less than n.
This leaves you with ##10^y##, 0<y<1. For that, you can use ##e^{y\ln(10)}## or ##e^{y\ln(10)+\ln(a)}##.

But is the problem as stated in post #1 as it was given to you? If not, please post the entire original problem.
 

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