How Can Fourier Coefficients Help Solve Infinite Series Problems?

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In summary: You can use the fact that the norm of a sum is the sum of the norms of the individual terms, and that the norm of a product is the product of the norms of the individual terms.
  • #1
Poirot1
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define f(t)=|t|, t between - pi and pi.

I have found the Fourier co-efficents of f and am now charged with showing that the infinite series of 1/(2m+1)^2 is equal to (pi^2)/8. Can I use the Fourier co-efficents?
 
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  • #2
Poirot said:
define f(t)=|t|, t between - pi and pi.

I have found the Fourier co-efficents of f and am now charged with showing that the infinite series of 1/(2m+1)^2 is equal to (pi^2)/8. Can I use the Fourier co-efficents?
Yes: Use the fact that $f(t)$ is the sum of its Fourier series at the point $t=0$.
 
  • #3
How do I find it's Fourier series?
 
  • #4
Poirot said:
How do I find it's Fourier series?
You said that you had found the Fourier coefficients of $f$, so you can write down its Fourier series. If the Fourier coefficients are $a_n$ and $b_n$ then the Fourier series is \(\displaystyle a_0 + \sum_{n=1}^\infty (a_n\cos nt + b_n\sin nt)\). There is a theorem which says that if the function $f$ is continuous then it is equal to the sum of its Fourier series.
 
  • #5
Opalg said:
You said that you had found the Fourier coefficients of $f$, so you can write down its Fourier series. If the Fourier coefficients are $a_n$ and $b_n$ then the Fourier series is \(\displaystyle a_0 + \sum_{n=1}^\infty (a_n\cos nt + b_n\sin nt)\). There is a theorem which says that if the function $f$ is continuous then it is equal to the sum of its Fourier series.

I will tell you what I have found: If g(n) is the Fourier coeffient of f at n, then g(0)=pi/2

g(n)=-2/pi(n)^2, when n is odd, and g(n)=0 for all non-zero even n.

If I plug in zero in the Fourier series, the sin coefficents vanish, and I don't get the right answer.
 
  • #6
Take a look at this thread: http://www.mathhelpboards.com/f16/fourier-series-3924/

It's kind of similar... or (almost) the same. ;)
 
  • #7
I like Serena said:
Take a look at this thread: http://www.mathhelpboards.com/f16/fourier-series-3924/

It's kind of similar... or (almost) the same. ;)

Thanks.

I get f(t)=pi/4 - (2cost/pi +2cos2t/4pi +...). What do I do from here?
 
  • #8
Poirot said:
I will tell you what I have found: If g(n) is the Fourier coeffient of f at n, then g(0)=pi/2

g(n)=-2/pi(n)^2, when n is odd, and g(n)=0 for all non-zero even n.

If I plug in zero in the Fourier series, the sin coefficents vanish, and I don't get the right answer.
That is mostly correct. The sine coefficients all vanish (because $|t|$ is an even function). For the cosine coefficients, notice that \(\displaystyle g(n) = \frac1\pi\int_{-\pi}^\pi |t|^n\cos nt\,dt = \frac2\pi\int_0^\pi t^n\cos nt\,dt\) (because the integral from $-\pi$ to $0$ is the same as the integral from $0$ to $\pi$). That gives answers twice what you found, namely $g(0) = \pi$ and $g(n) = -\frac4{\pi n^2}$ when $n$ is odd (and 0 for nonzero even $n$). If you write the odd number $n$ as $2m+1$ then the Fourier series becomes $$\tfrac12g(0) + \sum_{n=1}^\infty g(n)\cos nt = \frac\pi2 - \sum_{m=0}^\infty \frac4{(2m+1)^2\pi}\cos (2m+1)t.$$ Now see what that comes to when $t=0.$
 
  • #9
Thanks, solved it. Now I have a similar problem:

$f(t)=t^2$

fourier coefficents are g(0)=pi^2/3 and g(n)=2/(n^2) .(-1)^n otherwise.

Deduce that the infinite series of 1/n^4 is equal to pi^4/90.

Whatever t I input, I don't get, and indeed don't see how I am going to get the extra factor of 1/n^2 in the series. I don't know whether it's relevant but I was also asked to show that the norm of f squared is pi^4/5 (which I was able to do).
 
  • #10
Poirot said:
Thanks, solved it. Now I have a similar problem:

$f(t)=t^2$

fourier coefficents are g(0)=pi^2/3 and g(n)=2/(n^2) .(-1)^n otherwise.

Deduce that the infinite series of 1/n^4 is equal to pi^4/90.

Whatever t I input, I don't get, and indeed don't see how I am going to get the extra factor of 1/n^2 in the series. I don't know whether it's relevant but I was also asked to show that the norm of f squared is pi^4/5 (which I was able to do).
Use Parseval's theorem (see equation (4) in that link).
 

FAQ: How Can Fourier Coefficients Help Solve Infinite Series Problems?

What are Fourier coefficients?

Fourier coefficients are the numerical values that represent the amplitude and phase of each component of a periodic function. They are used in Fourier analysis to break down a complex function into simpler components.

How are Fourier coefficients calculated?

Fourier coefficients are calculated using the Fourier series, which is a mathematical formula that decomposes a function into a sum of sine and cosine functions. The coefficients are determined by integrating the original function with respect to the sine and cosine of different frequencies.

What is the significance of Fourier coefficients?

Fourier coefficients are important because they allow us to analyze and understand complex functions in terms of simpler components. They are also used in various applications such as signal processing, data compression, and image reconstruction.

Can Fourier coefficients be negative?

Yes, Fourier coefficients can be negative. The negative coefficients represent the amplitude and phase of the cosine components of the function, while the positive coefficients represent the sine components.

How do Fourier coefficients relate to the frequency spectrum?

The Fourier coefficients correspond to the different frequencies present in a function. The higher the coefficient, the more significant the contribution of that frequency to the overall function. The frequency spectrum is a representation of the Fourier coefficients, showing the amplitude of each frequency component.

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