Prove that [itex]\sum_n \frac{1}{n^2} < 2[/itex]

  • Thread starter Thread starter Portuga
  • Start date Start date
AI Thread Summary
The discussion revolves around proving that the series sum of 1/n² converges to a value less than 2. Initial attempts involve using inequalities and graphical analysis, but participants suggest employing mathematical induction and comparing the series to a continuous function. A key strategy discussed is to utilize the integral of 1/x² as a comparison to demonstrate the series' upper bound. Additionally, the idea of using a telescoping series to simplify the proof is introduced, emphasizing the need for a clever setup of the inductive hypothesis. Ultimately, the conversation highlights various approaches to effectively tackle the problem.
Portuga
Messages
56
Reaction score
6

Homework Statement



Prove that 1+\frac{1}{2^{2}}+\frac{1}{3^{2}}+\ldots+\frac{1}{n^{2}}&lt;2.

Homework Equations



1 = 2^0, 2 = 2^1, 3 = 2^2 - 1, 4 = 2^2, \ldots,

and

2^{n}&lt;2^{n}+1&lt;\ldots&lt;2^{n+1}-1

The Attempt at a Solution


As 2^{n}&lt;2^{n}+1&lt;\ldots&lt;2^{n+1}-1, it's true that
<br /> \frac{1}{2^{n}}&gt;\frac{1}{2^{n}+1}&gt;\ldots\frac{1}{2^{n+1}-1}.<br />
So, being
<br /> S_{n}=\left(\frac{1}{2^{n}}\right)\left(\frac{1}{2^{n}}\right)+\left(\frac{1}{2^{n}+1}\right)\left(\frac{1}{2^{n}+1}\right)+\ldots+\left(\frac{1}{2^{n+1}-1}\right)\left(\frac{1}{2^{n+1}-1}\right),<br />
follows from previous inequalities that

S_{n} &lt; \left(\frac{1}{2^{n}}\right)\left(\frac{1}{2^{n}}\right)+\ldots+\left(\frac{1}{2^{n}}\right)\left(\frac{1}{2^{n}}\right)

=\frac{n}{2^{2n}}.<br />

This is a dead-end to me, because I can't compare it with 2 in an elegant way. I made the graphic of this function, f(x) = x/2^{2x}, and I verified it's less than 2 for all x, but I am pretty sure there is a better way to do this proof.
 
Physics news on Phys.org
Portuga said:

Homework Statement



Prove that 1+\frac{1}{2^{2}}+\frac{1}{3^{2}}+\ldots+\frac{1}{n^{2}}&lt;2.

Homework Equations



1 = 2^0, 2 = 2^1, 3 = 2^2 - 1, 4 = 2^2, \ldots,

and

2^{n}&lt;2^{n}+1&lt;\ldots&lt;2^{n+1}-1

The Attempt at a Solution


As 2^{n}&lt;2^{n}+1&lt;\ldots&lt;2^{n+1}-1, it's true that
<br /> \frac{1}{2^{n}}&gt;\frac{1}{2^{n}+1}&gt;\ldots\frac{1}{2^{n+1}-1}.<br />
So, being
<br /> S_{n}=\left(\frac{1}{2^{n}}\right)\left(\frac{1}{2^{n}}\right)+\left(\frac{1}{2^{n}+1}\right)\left(\frac{1}{2^{n}+1}\right)+\ldots+\left(\frac{1}{2^{n+1}-1}\right)\left(\frac{1}{2^{n+1}-1}\right),<br />
follows from previous inequalities that

S_{n} &lt; \left(\frac{1}{2^{n}}\right)\left(\frac{1}{2^{n}}\right)+\ldots+\left(\frac{1}{2^{n}}\right)\left(\frac{1}{2^{n}}\right)

=\frac{n}{2^{2n}}.<br />

This is a dead-end to me, because I can't compare it with 2 in an elegant way. I made the graphic of this function, f(x) = x/2^{2x}, and I verified it's less than 2 for all x, but I am pretty sure there is a better way to do this proof.

Are you familiar with induction?
 
  • Like
Likes Portuga
Assume that it is greater than or equal 2 and then show that can't be true

\sum \frac{1}{n^2}=\left(1+\frac{1}{2^2}+\frac{1}{3^2}+...+\frac{1}{n^2}\right)\ge 2<br /> \\<br /> \frac{1}{2^2}+\frac{1}{3^2}+...+\frac{1}{n^2}\ge 1<br /> \\<br /> \frac{2^2+3^2+4^2+...+n^2}{2^23^24^2...n^2}\ge 1<br /> \\

which you can show isn't true using a few different arguments
 
RedDelicious said:
Assume that it is greater than or equal 2 and then show that can't be true

\sum \frac{1}{n^2}=\left(1+\frac{1}{2^2}+\frac{1}{3^2}+...+\frac{1}{n^2}\right)\ge 2<br /> \\<br /> \frac{1}{2^2}+\frac{1}{3^2}+...+\frac{1}{n^2}\ge 1<br /> \\<br /> \frac{2^2+3^2+4^2+...+n^2}{2^23^24^2...n^2}\ge 1<br /> \\

which you can show isn't true using a few different arguments

\frac{1}{2^2}+\frac{1}{3^2}+...+\frac{1}{n^2} = \frac{2^2+3^2+4^2+...+n^2}{2^23^24^2...n^2} \:\Longleftarrow\:\text{FALSE!}
 
  • Like
Likes RedDelicious and Portuga
Math_QED said:
Are you familiar with induction?
Yes, I will try this strategy.
 
Ray Vickson said:
\frac{1}{2^2}+\frac{1}{3^2}+...+\frac{1}{n^2} = \frac{2^2+3^2+4^2+...+n^2}{2^23^24^2...n^2} \:\Longleftarrow\:\text{FALSE!}
Thank you very much!
 
Your Sn only sums the 1/r2 for r from n to 2n. You need the sum all the way from 1.

With regard to induction,you would need to set up your inductive hypothesis cleverly. Starting with "suppose the sum of the first N terms < 2" will get you nowhere. You'd need to find some other series summing to at most 2 and show that it acts as an upper bound for the given sequence.

A useful strategy sometimes is to compare the series with the corresponding continuous function.
 
Last edited:
Thanks. I will find one.
 
I see an issue with the first of the relevant equations, based on the goal of this problem, the first relevant equation should be:

$$ 1 = 2^0, \ 2 = 2^1, 3 = 2^1+1, \ 4 = 2^2, 5 = 2^2+1, 6 = 2^2+2, 7 = 2^2+3, 8 = 2^3, \ \ldots $$

I don't think mathematical induction will be part of the solution. I'll wait for a reply before providing any more hints.
 
Last edited:
  • #10
haruspex said:
A useful strategy sometimes is to compare the series with the corresponding continuous function.
Yes, it is an excellent hint!
Compare the sum to the definite integral of 1/x2 from 1 to n.
upload_2016-7-17_7-7-47.png
 
  • Like
Likes Delta2
  • #11
ehild said:
Yes, it is an excellent hint!
Compare the sum to the definite integral of 1/x2 from 1 to n.
View attachment 103343
I was avoiding being too specific at this stage.
 
  • #12
haruspex said:
I was avoiding being too specific at this stage.
Your hint "compare the series with the corresponding continuous function" was a bit misleading. I think you meant the series Σ1/n2 compared to the integral of the corresponding continuous function. With the figure, I wanted to make your hint clear .
 
  • #13
ehild said:
Your hint "compare the series with the corresponding continuous function" was a bit misleading. I think you meant the series Σ1/n2 compared to the integral of the corresponding continuous function. With the figure, I wanted to make your hint clear .
Again, I was leaving it to the OP to make the analogy between the sum of the series and the integral of the function.
 
  • #14
haruspex said:
Again, I was leaving it to the OP to make the analogy between the sum of the series and the integral of the function.
Series is the sum of a sequence. https://en.wikipedia.org/wiki/Series_(mathematics). I think you meant the sum of the sequence 1/n2.
 
  • #16
Combining the attempt in post #1 and the relevant equation in post #9:

$$1+\frac{1}{2^{2}}+\frac{1}{3^{2}}+\frac{1}{4^{2}}+\ldots < 1+\left(\frac{1}{2^{2}}+\frac{1}{2^{2}}\right)+\left(\frac{1}{4^{2}}+\frac{1}{4^{2}}+\frac{1}{4^{2}}+\frac{1}{4^{2}}\right)+ \ldots$$

A finite version of the right hand series is equal to:

$$1+\frac{1}{2}+\frac{1}{4}+\frac{1}{8}+\ldots+\frac{1}{N}$$

Multiply by 2

$$2+\frac{2}{2}+\frac{2}{4}+\frac{2}{4}+\ldots+\frac{2}{N} = 3+\frac{1}{2}+\frac{1}{4}+\ldots+\frac{2}{N}$$

Then subtract 2 x series - 1 x series to eliminate the inner terms:

$$\left(3+\frac{1}{2}+\frac{1}{4}+\ldots+\frac{2}{N}\right) - \left(1+\frac{1}{2}+\frac{1}{4}+\ldots+\frac{1}{N}\right) = 2 - \frac{1}{N}$$

Since

$$1+\frac{1}{2^{2}}+\frac{1}{3^{2}}+\frac{1}{4^{2}}+\ldots < 1+\left(\frac{1}{2^{2}}+\frac{1}{2^{2}}\right)+\left(\frac{1}{4^{2}}+\frac{1}{4^{2}}+\frac{1}{4^{2}}+\frac{1}{4^{2}}\right)+ \ldots$$

Then even an infinite series of the left hand side is < 2.
 
Last edited:
  • #17
Portuga said:

Homework Statement



Prove that 1+\frac{1}{2^{2}}+\frac{1}{3^{2}}+\ldots+\frac{1}{n^{2}}&lt;2.

Homework Equations



1 = 2^0, 2 = 2^1, 3 = 2^2 - 1, 4 = 2^2, \ldots,

and

2^{n}&lt;2^{n}+1&lt;\ldots&lt;2^{n+1}-1

The Attempt at a Solution


As 2^{n}&lt;2^{n}+1&lt;\ldots&lt;2^{n+1}-1, it's true that
<br /> \frac{1}{2^{n}}&gt;\frac{1}{2^{n}+1}&gt;\ldots\frac{1}{2^{n+1}-1}.<br />
So, being
<br /> S_{n}=\left(\frac{1}{2^{n}}\right)\left(\frac{1}{2^{n}}\right)+\left(\frac{1}{2^{n}+1}\right)\left(\frac{1}{2^{n}+1}\right)+\ldots+\left(\frac{1}{2^{n+1}-1}\right)\left(\frac{1}{2^{n+1}-1}\right),<br />
follows from previous inequalities that

S_{n} &lt; \left(\frac{1}{2^{n}}\right)\left(\frac{1}{2^{n}}\right)+\ldots+\left(\frac{1}{2^{n}}\right)\left(\frac{1}{2^{n}}\right)

=\frac{n}{2^{2n}}.<br />

This is a dead-end to me, because I can't compare it with 2 in an elegant way. I made the graphic of this function, f(x) = x/2^{2x}, and I verified it's less than 2 for all x, but I am pretty sure there is a better way to do this proof.

You could also use the fact that for ##n \geq 2## we have
\frac{1}{n^2} &lt; \frac{1}{n(n-1)} = \frac{1}{n-1} - \frac{1}{n}
The series
$$\sum_{n=2}^N \left( \frac{1}{n-1} - \frac{1}{n} \right) $$
is easy to deal with (being a so-called "telescoping" series).
 
Back
Top