Approximating the Square Function: Mathematical Tricks and Other Methods

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SUMMARY

The discussion focuses on approximating the function \( (x-1)^{1/n} \) for \( n > 1 \) and \( n \) being an odd integer, particularly near \( x = 1 \). Participants highlight that traditional Taylor series cannot be applied due to the non-existence of derivatives at this point. Instead, they suggest using the binomial theorem for expansion and considering linear approximations around points slightly greater than 1. The conversation emphasizes the challenges of approximating non-smooth functions and the need for alternative methods when standard techniques fail.

PREREQUISITES
  • Understanding of non-smooth functions and their properties
  • Familiarity with the binomial theorem and its applications
  • Knowledge of Taylor series and their limitations
  • Basic calculus concepts, including limits and derivatives
NEXT STEPS
  • Research the application of the binomial theorem for function approximation
  • Explore numerical methods for approximating non-smooth functions
  • Study the properties of derivatives and continuity in mathematical analysis
  • Learn about alternative approximation techniques for functions near singular points
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Mathematicians, students studying calculus, and anyone interested in advanced function approximation techniques, particularly in the context of non-smooth functions.

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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