Computation rules for series – Serlo

We learned that series are in some sense "infinite sums". Do the same rules as for finite sums also apply to infinite sums? Like removing braces (associative law) and re-arranging terms (commutative law)? The answer is: Generally no. But in certain cases yes! The upcoming articles will tell you when the answer is yes and when it is no. A small spoiler ahead: adding series and multiplying them by a constant is always allowed - provided that the series converges.

Overview Bearbeiten

Computation rules Bearbeiten

In the article "Limit theorems" we proved the sum rule for sequences   , which holds if   and   converge. These also hold for convergent series, since a series is just a sequence of partial sums. More precisely, if  and   converge and  , then:

 

In addition, a series   converges, whenever the even and odd subsequence   and   converge. And there is

 

More generally, within a convergent series  , we can set brackets and split

 

Here,   is the strictly monotonously increasing sequence of natural numbers with   where   indexes the first summand within a bracket-sum. Conversely, for a divergent series  , we also have divergence of  .

What goes wrong with series Bearbeiten

For partial sums we have  . Multiplying two series is way harder: sometimes it works and sometimes not. We will cover the details later.

Question: Find an example for two series   and  , where  

An example is   for   and   for  :

 

There is no general associative or commutative law for series: For finite sums, one may re-arrange terms and set brackets arbitrarily and still get the same result. For infinite sums (series), this does not work in general. However, there are indicators that tell us when it works and when not.

The sum rule Bearbeiten

Proof of the sum rule Bearbeiten

Theorem (sum rule for series)

Let   and   be two convergent series. Then

 

Proof (sum rule for series)

There is:

 

We are allowed to use the limit theorem   since the series   and   converge, so the sequences of partial sums   and   converge, i.e. their limits exist.

Example problems: sum rule for series Bearbeiten

Exercise (sum rule for series)

Compute the value of  .

Solution (sum rule for series)

There is

 

We are allowed to use the sum rule, since the partial series converge.

The factor rule Bearbeiten

Proof of the factor rule Bearbeiten

Theorem (factor rule for series)

Let   be a convergent series and   a real number. Then

 

Proof (factor rule for series)

There is:

 

We are allowed to use   since   converges, so the limit   exists.

Example problems: factor rule for series Bearbeiten

Exercise

Compute  .

Solution

There is

 

The series converges, so we are allowed to use the factor rule.

The splitting rule Bearbeiten

Proof of the splitting rule Bearbeiten

Theorem (splitting rule for series)

Let   be a sequence. If   and   converge, then   converges as well, and there is:

 

Proof (splitting rule for series)

This is a consequence of the sum rule above. We take a look at the series   and   . They are given by the partial sum series

 

We can create two new sequences   and  , by extracting the elements from   and   and "filling up the gaps" with zeros

 

The corresponding sequences of partial sums are then

 

Since   and   converge the series   and   converge as well, with

 

The sum rule implies convergence of   . Now   for all  . Hence,   has to converge as well, where

 

Question: Does the converse also hold true? Meaning, if   converges, then also   and   converge?

No: The alternating harmonic series   converges. But its even partial series   diverges, as it is half of the diverging harmonic series   .- The subseries of odd elements   diverges, as well.

Example problems splitting rule Bearbeiten

Exercise (splitting rule for series)

Let   . Compute the value of  .

Solution (splitting rule for series)

There is

 

As the series converges, we can use the computational rules.

The associative law Bearbeiten

Why there is no associative law Bearbeiten

For finite sums, the "Assoziativgesetzes der Addition" (German) allows to set brackets arbitrarily. For instance

 

Analogously

 

For "infinite sums", we need to pay attention: consider

 

The sequence of partial sums for this series is:

 

Which means, the partial sums "jump" between   and   , so the series diverges (  and   are accumulation points). Setting brackets can, however, lead to a series converging to 0:

 

So if a series diverges, we cannot simply set brackets as we wish! For convergent series, the same holds true, since we can turn the series converging to 0 above into a divergent series by removing brackets: for   (which converges to 0), removing brackets yields   (which diverges).

Question: Can one also set brackets in a way that   converges to   or   ?

To obtain the limit   , we use

 

Achieving   does not work, since the partial sums for every setting of brackets can either take the value 0 or 1.

Example: where we can set brackets Bearbeiten

Consider the converging series  , which is an infinite sum   . The corresponding sequence of partial sums is

 

What happens if we set brackets? We could, for instance, conclude every two neighbouring elements:  . This leads to the series  . The corresponding sequence of partial sums is

 

This is a subsequence of the original sequence of partial sums. Now, since the series   converges, the sequence of its partial sums converges and hence every subsequence converges as well (and to the same limit. So   has the same limit as the original series. In this case, we case set brackets as we wish!

When can brackets be set and when not? Bearbeiten

If we set brackets within a series and then consider the "bracketed series", then the partial sum sequence of the "bracketed series" is a subsequence of the original sequence of partial sums. Now

  • If a sequence converges, every subsequence converges.
  • If a subsequence diverges, the original sequence also diverges.

Since setting brackets leads to a subsequence of partial sums, we have that:

  • Within converging series, brackets can be set arbitrarily.
  • Within diverging series, brackets can be removed arbitrarily.

Or, concluded in a theorem:

Theorem (brackets in series)

If a series converges to some limit, then every series obtained from it by setting more brackets converges to the same limit. If a series diverges, then every series obtained from it by removing some brackets diverges.

Let   be a convergent series and   a strictly monotonously increasing sequence of natural numbers with  . Here,   is the index of the first summand of the  -th bracket. Now,

  • If   converges, then   converges to the same limit.
  • If   diverges, then   diverges, as well.

Proof (brackets in series)

Let   be a converging series. Introducing new brackets, we obtain  , where   is a strictly monotonously increasing sequence of natural numbers with  . The number  is the index of the first summand of the  -th bracket. The corresponding sequence of partial sums now reads:

 

This is a subsequence of the original sequence of partial sums. A subsequence converges to the same limit as the original sequence. So

  • If   converges, then also the subsequence   has to converge to the same limit.
  • If   diverges, then   cannot be convergent to any limit in the first place. So it must diverge, as well..

So in converging series, we can set and in diverging series, we can remove brackets as we wish.

What?! The sum of all natural numbers is equal to -1/12? Bearbeiten

There are several Youtube videos and also some articles (here is a German one [1]) where people claim to have proven that the sum of all natural numbers equals  :

 

This is obviously wrong! For the series above, the sequence of partial sums diverges quadratically to  . It does not even attain any negative value. How do people then come up with the  , then? The answer is: "by violating the associative law". All we have to do is to set brackets in divergent series (which is not allowed). Recall the sum formula for the geometric series:

 

Question: What is wrong in the line above?

The sum rule for the geometric series   only holds in case of convergence. For  , it diverges. So the limit is not   for  .

In addition, for the series   we have the identity

 

Question: And what is wrong, here?

Multiplying out and factoring out is not allowed for diverging infinite sums:

 

If we divide this equation by  , we get  . Subtracting it from the original series   yields

 

Question: And what is wrong with this step?

 

When the series   and   were subtracted element-wise, we assumed that the sum rule would hold. But this is not true for divergent series. The factor rule does also not hold true in this case, so pulling out a   in   is not allowed.

After all those illegal steps, we get

 

q.e.d. (or rather w.t.f.)

Outlook: Series and vector spaces Bearbeiten

For series   and   as well as   we have the following computational rules:

 

In linear algebra, the notion of a vector space is introduced, which is roughly speaking "a set of elements, where we are allowed to add any two elements or multiply an element by a constant  ". The set of all real valued sequence   is such a set, where we can add elements or multiply by a constant. So it is a vector space. The subset   which includes all sequences  , for which the series   converges is a subset of   , which is a vector space again (we do not leave it by adding elements or multiplying by a constant). Such a subset is also called a subspace. The map   assigning each   the limit of the series   preserves addition and scalar multiplication: Adding two series leads to addition of the limits. Scaling the series by a constant leads to a scaling of the limit by the same constant. maps which preserve addition and scaling are also called linear maps, so y  is a linear map.