Phew, back to the good stuff. Let’s talk about higher
dimensions – 3, 4, and eventually N dimensions – and how the Rose problem works
with them. Right now we know that in our two-dimensional world, a rule of “four
colored points in a row is not allowed” yields an optimal coloring that looks
like a bunch of staircases, that I immediately named the Staircase
Configuration. As a first step into higher dimensions, let’s see if the same
problem (four colored points in a row is not allowed) in three dimensions can
be solved by a staircase analogue.
Sidenote: the Fundamental Theorem of Geometry is in full
effect for this post. For anyone who needs a refresher, the Fundamental Theorem
of Geometry is that 3D things are hard to visualize. We’ll also be using the
Strong Fundamental Theorem of Geometry, which is that difficulty of
visualization scales with the number of dimensions, in the next post.
Okay, so we’re in three-dimensions and our rule is that four
colored points in a row is not allowed. My best idea as to how to tackle three
dimensions is somehow build up from the 2D solution we had before.
Turns out, yes it will! These four cross-sections should be
visualized in a stack, the leftmost one on the bottom and the rightmost one on
top. I’ve only drawn out sixteen points for each, but they represent an entire
plane of points, extending infinitely in two directions. So, you can see that
they’re identical; I’ve just “staggered” them, shifting the next plane over by one
point.
Each plane by itself cannot break the rule of “four colored
points in a row is not allowed”; they are the 2D solutions, after all. Now we
only have to check the z-direction – the direction that crosses one point on
each of these planes. For example, imagining this example as a 4x4x4 cube, we
can check the top left point on each plane. The fifth plane up is identical to
the first, so we can see the familiar pattern of colored, colored, colored,
uncolored. And checking each and every point in this cube, we can see that they
all work! In fact, if you slice the cube into four planes in any of the other
ways, the planes will all be identical to our 2D solution!
So, 3D staircases work! At least for this case – let’s check
the other simple rules: three-in-a-row is not allowed, and two-in-a-row is not
allowed.
They may be a little harder to visualize, but they work too!
Now, for a 3D space with a rule of “N-in-a-row is not allowed”, we want to
prove that staircases work for them, too. And it’s not that difficult – we’ve
proven that a staircase works for 2D, and by staggering those 2D cases so there’s
a total of N incremental staggers before it loops back to the original
staircase, we have a provably sufficient staircase. A “stagger” really just
builds up a vertical tower of the row you’re staggering along, and because the
row abides by the rule, every vertical tower built up by staggering a 2D space
will abide by the rule as well.
We’ll tackle 4D and N Dimensions next time!