In the first episode we saw that the integers and rationals (numbers like 3/5) have the same "size" - that is there is a bijective function so that you can line up the integers and rationals even though they are infinite sets and even though the rationals has elements like 3/5 that aren't in the integers.
In this episode, we now compare the integers and the REAL numbers. Using Cantor's Diagonalization Argument, we attempt to list all the real numbers - that is, find a bijection between the integers and the reals. However, we then construct a new real number not on the list, which shows that the reals and the integers can NOT have the same size.
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Now it's your turn: 1) Summarize the big idea of this video in your own words 2) Write down anything you are unsure about to think about later 3) What questions for the future do you have? Where are we going with this content? 4) Can you come up with your own sample test problem on this material? Solve it!
Learning mathematics is best done by actually DOING mathematics. A video like this can only ever be a starting point. I might show you the basic ideas, definitions, formulas, and examples, but to truly master calculus means that you have to spend time - a lot of time! - sitting down and trying problems yourself, asking questions, and thinking about mathematics. So before you go on to the next video, pause and go THINK.
In the first episode of my new cool math series, we looked at integers, numbers like 1, 2, 3, 4, and
rational numbers, numbers like 3 5ths or 5 7ths, and we said that these two infinite sets actually
have the same size. And what we meant by that, what we meant by saying that infinite sets have
the same size, is to say that there was some function from the integers to the rational numbers
where every rational number got hit exactly once. And that this notion of a bijective function is
what we meant by saying these two different infinite sets have the same size. So now the
question is, what about comparing something like the integers and the real numbers, where the real
numbers are those that have things like pi and e and root 2 in them. And what we're going to find
out in this video is that in fact those two different infinite sets, the integers and the
real numbers, do not have the same size. And the argument we're going to be using is one that is due
to Cantor, and it is a very famous diagonalization argument, and I'm going to show it in this
particular video. The idea is this, let's not try to compare to all real numbers, let's just look at
the real numbers that are between 0 and 1. And if it was the case that the integers and the real
numbers had the same size, then we could find some function, we could line up the integers and
the rationals, and we could pair them in this bijective way. So what I'm going to do is I'm
going to try to list all of the different real numbers. Let's just make an infinite list, it'll
be a first, a second, a third, and a fourth, lined up with the first integer, the second integer, the third
integer, and the fourth integer. Now I'm going to sort of make up which of these real numbers I want
to go first and second, they could be anything. How about the first one could be 0.1, that's a real
number in between 0 and 1. I'm actually going to go and write it in terms of its decimal expansion
after the 0 point. So this looks like a 1 first, and then all the rest 0, 0.1000. Okay, how about
for the next one, I'll do 0.333333, a decimal expansion for a third, it's another real number.
Then I can do 0.1415926535897932, which is the first bit of the decimal expansion for pi
minus 3, it's just kind of fun, I'm just putting some random ones in there. How about 0.99999,
so on, this is a decimal expansion for the number 1. And then I'll fill up with 1 7 2 7 3 7 and 4
7s, which have some cool patterns, you can see how that works. But the point is this, I've just
chosen these at random, you can choose whatever ones you wish and any other real number that you
might imagine we're going to suppose could occur on this list. Now, what I want to argue is that
no matter how you did it, no matter what choices I made, or what choices you made for how we
try to line up the real numbers and the integers, no matter how we did this, that we could not get
all of the real numbers. So now I want to draw your attention to these so called
diagonal entries. It's looking here at this first digit, the 1 10th spot in the first particular
row, the first real number we've identified, and then it's going to go down and it's going to go
and look at the second digit in the second real number, the third digit in the third real number,
the fourth digit in the fourth real number, and so on. It's this diagonal that we have here.
What I'm going to do is I'm going to make a new real number that tweaks along this diagonal. So
the 1 that we have here, I'm going to go and change that 1 and make it a 2.
Then I look at the 3 that we have, that's in the second row in the second location,
and the 3, I'm going to add 1 to it and make it a 4. The 1, I'm going to go and add 1 to it,
make it a 2. The 9, I'm going to add 1, but instead of making it a 10, I'm going to cycle
around and make it a 0. So the 9 is going to become a 0, the 5 is going to become a 6, the 4
is going to become a 5, the 4 is going to become a 5, and the 7 is going to become an 8. And what
we have here is a new real number. This real number is not on the list. It's different from
the first one, it's different from the second, it's different from the third. So no matter how
you went about choosing your list of real numbers, we can always construct this new real number
that's different from whatever listing you might have given. And so this tells us that it is not
possible to find a function from the integers to the real numbers that has this property that
every real number gets listed exactly one time in association with the integers. There's not a
bijective function between them. And so what this says in truth is that the integers and the real
numbers, that they have a different size, that you cannot align them in this way. Now we have
some terminology for this. When you have an infinite set and you can line it up with the
integers, where there's a first, second, a third, and so on, we're going to say they're countable
because you can align them with the counting numbers and there's a fancy math symbol called
aleph-naught for it. And so what we saw in the first cool math series video was that the rationals
were countable. They were aleph-naught because you could line them up in this way. You could say
that there was a first, a second, a third, and a fourth rational number. And that was the
construction we gave. But here in this video we've shown that you cannot do that for the real numbers
no matter how you try to line them up. This counter-diagonalization argument destroys the
ability to make them countable. And so we say that this set is uncountable. And I want to leave you
with just one final thought. We found this set that was countable, like the integers or the
rational numbers. We found this set that was aleph-one that was uncountable, for example,
the real numbers. But is there a set that's in between these sizes? Is it possible that there
could be some set that its size was snuck in between this aleph-zero and this aleph-one?
And this, it turns out to be a very deep and challenging question, but I'm going to let you
think about it. All right, that is it for our second episode in the cool math series. I'm
having a lot of fun making them. I hope that you're enjoying watching them. If this is something
you want to see more of, because they're not connected to one of my classrooms, they're just
for fun, leave it a like. I really appreciate seeing your responses to this. And stay tuned
for the next video.