Can Taylor Series Represent Logarithmic Functions and the Bell Curve?

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SUMMARY

Taylor series can represent logarithmic functions, specifically the natural logarithm ln(x), but only within the interval 0 < x < 2a, where a is the point around which the series is expanded. The traditional bell curve is represented by the function y = e^(-x^2), which can be derived using the Taylor series for e^x by substituting x with -x^2. The series converging to e is defined as e^x = 1 + x + (1/2)x^2 + (1/n!)x^n + ..., and using complex numbers, the relationship e^(ix) = cos(x) + i sin(x) leads to the well-known identity e^(iπ) = -1.

PREREQUISITES
  • Understanding of Taylor series and their convergence properties
  • Familiarity with logarithmic functions, specifically ln(x)
  • Knowledge of the exponential function and its series expansion
  • Basic concepts of complex numbers and Euler's formula
NEXT STEPS
  • Study the convergence of Taylor series for various functions, focusing on logarithmic functions
  • Explore the derivation and properties of the bell curve using the function y = e^(-x^2)
  • Learn about the applications of Taylor series in approximating functions
  • Investigate Euler's formula and its implications in complex analysis
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Mathematicians, students studying calculus, and anyone interested in the applications of Taylor series in representing functions like logarithms and the bell curve.

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Just a few things that I've been thinking about lately:

Are there any taylor/power series that converge to logarithmic functions (f(x)=log(x), etc.)? How would you do this?

Is there any series that will graph the traditional bell curve? How would you do this?

I remember the derivation of "e^[i(pi)] = -1" involved a series that converged to e. What series was that again?

Thanks. :smile:
 
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Yes, there are Taylor series that converge to log(x) etc. but they are not defined for all x. Since ln x is not defined for x<= 0, The Taylor series for ln x around x= a will only converge for 0< x< 2a.

The "traditional bell curve" is given by y= e^{-x^2}.
Take the Taylor's series for ex:
1+ x+ \frac{1}{2}x^2+ ...+ /frac{1}{n!}x^n+ ...
and replace x by -x2:
1- x^2+ \frac{1}{2}x^4- \frac{1}{3!}x^6+ ...+ \frac{(-1)^n}{n!}x^{2n}+...

The series that converges to ex (not just e) is the Taylor's series for e I just mentioned:
e^x= 1+ x+ \frac{1}{2}x^2+ ...+ \frac{1}{n!}x^n+...[/itex]<br /> <br /> If you replace x by ix you get<br /> e^{ix}= 1+ ix- \frac{1}{2}(ix)^2+ \frac{1}{3!}+ ...<br /> = 1+ ix- \frac{1}{2}x^2- \frac{1}{3!}ix^3+ ...<br /> Separating that into real and imaginary parts gives<br /> e^{ix}= (1- \frac{1}{2}x^2+...)+ i(x- \frac{1}{3!}x^3+ ...)<br /> which you can recognize as being the Taylor&#039;s series for cos(x) and sin(x):<br /> e<sup>ix</sup>= cos(x)+ i sin(x). Since cos(\pi)= -1 and sin(\pi)= 0, that gives e^{i\pi}= -1.
 
Thanks a bunch, Halls.
 

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