Why Convergence Matters
We math geeks like to play. And one thing we like to play with a lot are series. A series is an infinite row of numbers following a certain rule, all added up. Let me show you two examples:
S1 = 1 + 1 + 1 + 1 + 1 + 1 + 1 + …
S2 = 1 + 1/2 + 1/4 + 1/8 + 1/16 + …
The first series does NOT add up to a finite limit. (aka goes to infinity). The second DOES add up to a finite limit, 2. That means the second series is convergent, while the first series is divergent.
Convergence vs. Divergence
Here’s the interesting thing. When a series is divergent, we can do almost nothing useful with it. But when a series is convergent, we can do TONS and TONS of cool stuff with it!
In fact, one big branch of mathematics is simply devoted to figuring out which series are convergent and which are divergent. We often don’t even care WHAT the series converges to. It could be 1, or pi, or thirty-seven thousand, but it still converges. And we have a bunch of really clever tests for that.
But today, I won’t focus on that. Instead, I’ll show you a quick example of why fooling around with DIVERGENT series can leads to tons of trouble.
Let:
S = 1 - 1 + 1 - 1 + 1 - 1 + 1 - 1 + …
From this, we obviously see that S = (1 - 1) + (1 - 1) + (1 - 1) + …, so S = 0 + 0 +0 + …, which means S = 0.
But, also:
S = 1 + (-1 + 1) + (-1 + 1) + (-1 + 1) + …
And no matter how many zeros you tack on, you won’t change the initial number. So S = 1.
And because S = S, therefore 0 = 1.
Wait, there’s more!
How about this:
S = 1 - 1 + 1 - 1 + 1 - 1 + …
S = 1 - (1 - 1 + 1 - 1 + 1 - 1 + …)
S = 1 - S
2S = 1
S = 1/2
Yay!
So 0 = 1 = 1/2! And here I was all along, thinking they’re all different numbers…
Can you see the problem in the above calculations?
That’s the thing. The calculations above are absolutely fine! It’s the ORIGINAL PREMISE (that you can use divergent series in equations) that was wrong. It’s like using infinity in equations and then wondering why you end up with things like 0 = 1.
So from today’s article, I would like you to take away two things:
Firstly, remember to be VERY careful when you meet a divergent series.
Secondly, remember the three ways of summing up S above. They’re fantastic for confusing inexperienced mathematicians

February 23rd, 2009 at 2:42 pm
I don’t understand how you get the third equation, step 2 specifically. Would it not be:
S = 1 - 1 + (1 - 1 + 1 - 1 + 1 - 1 + 1 - 1 + …)
?
Which would evaluate to:
S = 1 - 1 + S
S = S
???
I’m quite confused here.
February 23rd, 2009 at 3:05 pm
@richieacc:
Let me try to explain in a bit more detail:
S = 1 - 1 + 1 - 1 + 1 - 1 + …
S = 1 + (-1 + 1 - 1 + 1 - 1 + …)
Now throw a minus sign in front of the bracket.
S = 1 - (1 - 1 + 1 - 1 + 1 - …)
But the thing inside the bracket is now exactly the same as the original series! And so:
S = 1 - S
Does it make any more sense now? Let me know if you still don’t get it.
February 24th, 2009 at 3:16 pm
To say divergent series are almost useless is wrong - they have great use in applied mathematics as asymptotic expansions, or to provide numerical approximations via Borel summation etc.
February 24th, 2009 at 5:32 pm
Thanks Vlad, makes sense now.
Can’t explain why it made no sense earlier
March 17th, 2009 at 11:48 am
[...] course, whenever you hear a fancy proof like this, you have to be very careful. Like I showed in Why convergence matters, you can sometimes use seemingly impeccable logic to show complete [...]