Modifying taylor series of e^x

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Discussion Overview

The discussion revolves around modifications to the Taylor series of e^x, specifically exploring how changes to the series' terms affect convergence and representation. Participants examine alternative series forms, including those involving fractional calculus and the error function, while considering the implications of these modifications in both theoretical and applied contexts.

Discussion Character

  • Exploratory
  • Technical explanation
  • Conceptual clarification
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • One participant proposes modifying the Taylor series of e^x to include terms like \(\sum_{n=0}^\infty \frac{x^{n/2}}{\Gamma(n/2+1)}\) and questions the convergence of this series.
  • Another participant introduces fractional calculus concepts, suggesting that the modified series can be related to half integrals and the error function, leading to expressions involving \(\text{erf}(\sqrt{x})\).
  • Concerns are raised about the prerequisites for understanding fractional calculus, with participants questioning whether a background in multivariable calculus is necessary.
  • Clarifications are made regarding the error function and its role in the modified series, with one participant expressing confusion about the notation used in the equations.
  • Further contributions discuss the relationship between fractional calculus and Laplace transforms, suggesting that some concepts may be encountered in standard calculus or differential equations courses.
  • One participant mentions that the proposed series can be viewed as a special case of the Mittag-Leffler function, linking it to specific differential equations.

Areas of Agreement / Disagreement

Participants express a range of views on the implications of modifying the Taylor series, with some agreeing on the connections to fractional calculus while others remain uncertain about the prerequisites and applications. The discussion does not reach a consensus on the convergence of the proposed series or the necessity of prior knowledge in multivariable calculus.

Contextual Notes

Limitations include potential misunderstandings of fractional calculus and the error function, as well as unresolved questions about the convergence of the modified series. The discussion also highlights varying levels of familiarity with the mathematical concepts involved.

Who May Find This Useful

This discussion may be of interest to students and professionals in mathematics, physics, and engineering, particularly those exploring advanced calculus topics, fractional calculus, and series expansions.

pierce15
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I recently thought to myself about how a slight modification to the taylor series of e^x, which is, of course:

[tex]\sum_{n=0}^\infty \frac{x^n}{n!}[/tex]

would change the equation.

How would changing this to:

[tex]\sum_{n=0}^\infty \frac{x^{n/2}}{\Gamma(n/2+1)}[/tex]

change the equation? Would it still be convergent? How about:

[tex]\sum_{n=0}^\infty \frac{x^{n/2}(-1)^n}{\Gamma(n/2+1)}[/tex]
 
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Do you know fractional calculus?
let J denote integration

[tex]J^a f(x)=\frac{1}{\Gamma(a)} \int_0^x {(x-t)^{a-1} \mathop{f(t)}} \mathop{dx}[/tex]
now the geometric series is

[tex]\sum_{k=0}^\infty J^k=\frac{1}{1-J}[/tex]

so we can say because J^k 1=x^k/k! the Taylor series of e^x is

[tex]e^x=\sum_{k=0}^\infty \frac{x^k}{k!}=\sum_{k=0}^\infty J^k \mathop{1}=\frac{1}{1-J} \mathop{1}[/tex]

J^(1/2) being the half integral
[tex]J^{1/2} f(x)=\frac{1}{\Gamma(1/2)} \int_0^x \frac{f(t)}{\sqrt{x-t}} \mathop{dx}[/tex]

your series is
[tex]\sum_{k=0}^\infty \frac{x^{k/2}}{\Gamma(n/2+1)}=\sum_{k=0}^\infty J^{n/2}\mathop{1}=\frac{1}{1-J^{n/2}} \mathop{1}=e^x (1+erf(\sqrt{x}))[/tex]
 
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lurflurf said:
Do you know fractional calculus?
let J denote integration

[tex]J^a f(x)=\frac{1}{\Gamma(a)} \int_0^x {(x-t)^{a-1} \mathop{f(t)}} \mathop{dx}[/tex]
now the geometric series is

[tex]\sum_{k=0}^\infty J^k=\frac{1}{1-J}[/tex]

so we can say because J^k 1=x^k/k! the Taylor series of e^x is

[tex]e^x=\sum_{k=0}^\infty \frac{x^k}{k!}=\sum_{k=0}^\infty J^k \mathop{1}=\frac{1}{1-J} \mathop{1}[/tex]

J^(1/2) being the half integral
[tex]J^{1/2} f(x)=\frac{1}{\Gamma(1/2)} \int_0^x \frac{f(t)}{\sqrt{x-t}} \mathop{dx}[/tex]

your series is
[tex]\sum_{k=0}^\infty \frac{x^{k/2}}{\Gamma(n/2+1)}=\sum_{k=0}^\infty J^{n/2}\mathop{1}=\frac{1}{1-J^{n/2}} \mathop{1}=e^x (1+erf(\sqrt{x}))[/tex]

I don't know fractional calculus, nor do I really understand what just went on. Should I have a background in multivariable calc before I get into this (because I haven't studied that yet)? Also, where did the r come from in the last equation?
 
piercebeatz said:
I don't know fractional calculus, nor do I really understand what just went on. Should I have a background in multivariable calc before I get into this (because I haven't studied that yet)? Also, where did the r come from in the last equation?

The last equation makes use of a function called the error function, denoted ##\mbox{erf}(x)##. The r is just a part of the name. The error function is defined as

$$\mbox{erf}(x) = \frac{2}{\sqrt{\pi}}\int_0^x dt~e^{-t^2}.$$
 
Mute said:
The last equation makes use of a function called the error function, denoted ##\mbox{erf}(x)##. The r is just a part of the name. The error function is defined as

$$\mbox{erf}(x) = \frac{2}{\sqrt{\pi}}\int_0^x dt~e^{-t^2}.$$

Oh, ok. I know about the error function. It looked to me like the f in the equation was its own function and e was the constant and r a variable.

Do you know if fractional calc would be to advanced for me to learn at this time? I have taken AP calc, but not yet multivariable calc.
 
Those differentials should have been dt not dx

lurflurf said:
Do you know fractional calculus?
let J denote integration

[tex]J^a f(x)=\frac{1}{\Gamma(a)} \int_0^x {(x-t)^{a-1} \mathop{f(t)}} \mathop{dt}[/tex]
now the geometric series is

[tex]\sum_{k=0}^\infty J^k=\frac{1}{1-J}[/tex]

so we can say because J^k 1=x^k/k! the Taylor series of e^x is

[tex]e^x=\sum_{k=0}^\infty \frac{x^k}{k!}=\sum_{k=0}^\infty J^k \mathop{1}=\frac{1}{1-J} \mathop{1}[/tex]

J^(1/2) being the half integral
[tex]J^{1/2} f(x)=\frac{1}{\Gamma(1/2)} \int_0^x \frac{f(t)}{\sqrt{x-t}} \mathop{dt}[/tex]

your series is
[tex]\sum_{k=0}^\infty \frac{x^{k/2}}{\Gamma(n/2+1)}=\sum_{k=0}^\infty J^{n/2}\mathop{1}=\frac{1}{1-J^{n/2}} \mathop{1}=e^x (1+\text{erf}(\sqrt{x}))[/tex]
 
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http://en.wikipedia.org/wiki/Fractional_calculus
A natural place to do fractional calculus would be at the same time as the Laplace transform, similar funny integrals are computed, Laplace transforms can be used in fractional calculus. The only thing multivariable calculus is needed for is that the integrals have a parameter, which is avoided in single variable, but it is an unimportant thing as the parameter can be seen as a constant.

We can define fractional order integrals in this case the half integral

[tex]J^{1/2} f(x)=\frac{1}{\Gamma(1/2)} \int_0^x \frac{f(t)}{\sqrt{x-t}} \mathop{dt}=\frac{1}{\sqrt{\pi}} \int_0^x \frac{f(t)}{\sqrt{x-t}} \mathop{dt}[/tex]

since gamma(1/2)=sqrt(pi)

For this problem we do not especially care that the operation that appears is the half integral only that it appears.

We know the series for e^x so consider all the new terms, we can write them as half integrals of terms in the series for e^x

[tex]J^\alpha\left(\frac{t^k}{k!}\right)= \dfrac{t^{\alpha+k}}{\Gamma(\alpha+k+1)}[/tex]

This can be proven using the Riemann–Liouville fractional integral, Laplace transforms, or guessing based on the integer case among other methods. We are concerned with the 1/2 case

[tex]J^{1/2}\left(\frac{t^k}{k!}\right)= \dfrac{t^{1/2+k}}{\Gamma(1/2+k+1)}[/tex]

So your series is seen as

[tex]e^x+J^{1/2}e^x[/tex]

[tex]J^{1/2}e^x=\frac{1}{\Gamma(1/2)} \int_0^x \frac{e^t}{\sqrt{x-t}} \mathop{dt}=e^x \text{erf}(\sqrt{x})[/tex]

hint: The change of variable u=sqrt(x-t) will help expressing the integral in terms of erf.

Your other series is just
[tex]e^x-J^{1/2}e^x[/tex]
 
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lurflurf said:
http://en.wikipedia.org/wiki/Fractional_calculus
A natural place to do fractional calculus would be at the same time as the Laplace transform, similar funny integrals are computed, Laplace transforms can be used in fractional calculus. The only thing multivariable calculus is needed for is that the integrals have a parameter, which is avoided in single variable, but it is an unimportant thing as the parameter can be seen as a constant.

We can define fractional order integrals in this case the half integral

[tex]J^{1/2} f(x)=\frac{1}{\Gamma(1/2)} \int_0^x \frac{f(t)}{\sqrt{x-t}} \mathop{dt}=\frac{1}{\sqrt{\pi}} \int_0^x \frac{f(t)}{\sqrt{x-t}} \mathop{dt}[/tex]

since gamma(1/2)=sqrt(pi)

For this problem we do not especially care that the operation that appears is the half integral only that it appears.

We know the series for e^x so consider all the new terms, we can write them as half integrals of terms in the series for e^x

[tex]J^\alpha\left(\frac{t^k}{k!}\right)= \dfrac{t^{\alpha+k}}{\Gamma(\alpha+k+1)}[/tex]

This can be proven using the Riemann–Liouville fractional integral, Laplace transforms, of guessed from the integer case among other methods. We are concerned with the 1/2 case

[tex]J^{1/2}\left(\frac{t^k}{k!}\right)= \dfrac{t^{1/2+k}}{\Gamma(1/2+k+1)}[/tex]

So your series is seen as

[tex]e^x+J^{1/2}e^x[/tex]

[tex]J^{1/2}e^x=\frac{1}{\Gamma(1/2)} \int_0^x \frac{e^t}{\sqrt{x-t}} \mathop{dt}=e^x \text{erf}(\sqrt{x})[/tex]

Your other series is just
[tex]e^x-J^{1/2}e^x[/tex]

I think I got some of that... Is this a course that you took in college? Or did you read about it? If so, can you recommend a book?
 
Like I said some calculus or differential equations classes will do a little bit of fractional calculus when covering Laplace transforms or special functions. Whole courses are rare. The two standard books are An Introduction to the Fractional Calculus and Fractional Differential Equations by Kenneth S. Miller and Bertram Ross which might be out of print and The Fractional Calculus: Theory and Applications of Differentiation and Integration to Arbitrary Order by Keith B. Oldham an inexpensive Dover Books edition makes it a good choice for recreational reading.
 
  • #10
The proposed series can be considered as a special case of the called Mittag-Leffler function (for x>0) or of the alpha-exponential. They appear when we try to solve the equation

Dαf(t)+af(t) = δ(t)

For interested people I can send papers

mdo@fct.unl.pt
 

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