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 2025-01-01 
The puzzle on day 23 of this year's Advent calendar is an interesting puzzle. After some hasty editing once it was pointed out to me that the original wording was nonsense, the puzzle was this:

23 December

In a grid of squares, each square is friendly with itself and friendly with every square that is horizontally, vertically, or diagonally adjacent to it (and is not friendly with any other squares). In a 5×5 grid, it is possible to colour 8 squares so that every square is friendly with at least two coloured squares:
It it not possible to do this by colouring fewer than 8 squares.
What is the fewest number of squares that need to be coloured in a 23×23 grid so that every square is friendly with at least two coloured squares?

Show answer

As the squares that a square is friendly with are the same as those that would be attacked by a chess king on the square, the puzzle could be re-expressed as: What is the fewest number of kings that need to be placed on a 23×23 chess board so that every square is attacked or occupied by at least two kings (with no more than one king placed on each square)?
I came up with this puzzle while playing around with square grids in early November last year. I started by working out how many squares need to be coloured for some smaller grids:
Size of gridExample gridMinimum number of squares
2×2
  
  
2
3×3
   
   
   
3
4×4
    
    
    
    
8
5×5
     
     
     
     
     
8
6×6
      
      
      
      
      
      
10
This sequence was not on the OEIS, so I set about trying to work out the general formula for a term in this sequence. Let \(a(n)\) be the minimum number of squared coloured for an \(n\) by \(n\) grid. To work out the formula for \(a(n)\), we'll split the problem into 3 cases: when \(n\) is a multiple of 3, when \(n\) is 1 less than a multiple of 3, when \(n\) is 2 less than a multiple of 3.

\(n=3k-1\)

When \(n\) is 1 less than a multiple of 3, it can be written as \(3k-1\) for some integer \(k\).

An upper bound

We can get an upper bound for the number of squares by finding a pattern of coloured squares that works, as the minimum number of squares will then be at most this. For a 2×2 grid, we can colour 2 squares like this:
  
  
For a 5×5 grid, we can colour 8 squares like this:
     
     
     
     
     
For an 8×8 grid, we can colour 18 squares like this:
        
        
        
        
        
        
        
        
We can continue this pattern: in general for a \((3k-1)\)×\((3k-1)\) grid, we colour in pairs of squares with a gap of one between them in every third row. This would involve colouring \(k\) rows of \(2k\) squares, so a total of \(2k^2\) squares.
Therefore \(a(3k-1)\leqslant2k^2\).

A lower bound

To obtain a lower bound, consider these squares in 5×5 grid:
     
     
     
     
     
or these squares in 8×8 grid:
        
        
        
        
        
        
        
        
The squares that neighbour these highlighted squares do not overlap, so two different squares must be coloured for each of these. This means that at least 2×4 (for a 5×5 grid) and 2×9 (for a 8×8 grid) squares must be coloured.
Continuing the pattern of highlighting the squares in every third row and every third column, we see that for a \((2k-1)\)×\((2k-1)\) grid, we must colour at least \(2k^2\) squares, and so \(a(3k-1)\geqslant2k^2\).

The general term

Combining the lower and upper bounds, we can see that \(2k^2\leqslant a(3k-1)\leqslant2k^2\), and so \(a(3k-1)=2k^2\). As 23 is one less than a multiple of 3, this first case is enough to solve the puzzle in the Advent calendar.

\(n=3k-2\)

When \(n\) is 2 less than a multiple of 3, it can be written as \(3k-2\) for some integer \(k\). We can obtain upper and lower bounds in a very similar way.

An upper bound

To get an upper bound, consider this pattern of coloured squares:
    
    
    
    
       
       
       
       
       
       
       
          
          
          
          
          
          
          
          
          
          
For a \((3k-2)\)×\((3k-2)\) grid, this pattern involves colouring \(k\) rows of \(2k\) squares, and so \(a(3k-2)\leqslant2k^2\).

A lower bound

To get a lower bound, consider this pattern of highlighted squares:
    
    
    
    
       
       
       
       
       
       
       
          
          
          
          
          
          
          
          
          
          
In exactly the same was as for \(n=3k-1\), we can see from this pattern that \(a(3k-2)\geqslant2k^2\).

The general term

Once again, our upper and lower bounds are equal, and so \(a(3k-2)=2k^2\).

\(n=3k\)

Here's where this question gets trickier/more interesting. If \(n\) is a multiple of 3, then it can be written at \(3k\) for some integer \(k\).

An upper bound

We can obtain an upper bound from this pattern:
   
   
   
      
      
      
      
      
      
         
         
         
         
         
         
         
         
         
For a \(3k\)×\(3k\) grid, this pattern involved colouring \(k\) rows of \(2k+1\) squares, and so \(a(3k)\leqslant2k^2+k\).

A lower bound

As in the previous sections, we can get an lower bound using this pattern:
   
   
   
      
      
      
      
      
      
         
         
         
         
         
         
         
         
         
For a \(3k\)×\(3k\) grid, the lower bound requires at least \(2k^2\) squares to be coloured.
We can increase this lower bound by 1 by looking at the bottom right corner: the previous lower bound can colour at most one square adjacent to this, so there must be at least one more square next to that corner coloured.
So we have arrived at the lower bound \(a(3k)\geqslant2k^2+1\).

Bounds

In this case, the lower and upper bounds are not the same, so we are left with \(2k^2+1\leqslant a(3k)\leqslant 2k^2+k\). I've written a Python script to compute terms of this sequence and have used it to find that:
For \(n=12\) and larger than this, the script takes a very long time, so I haven't checked any more terms.

The sequence and a conjecture

Overall, we've shown that:
$$ a(n) = \begin{cases} 2k^2&\text{if }n=3k-1\\ 2k^2&\text{if }n=3k-2\\ \text{between }2k^2+1\text{ and }2k^2+k&\text{if }n=3k \end{cases} $$
This can be written slightly more succinctly as (where \(\lfloor x\rfloor\) means \(x\) rounded down to an integer):
$$ a(n) = \begin{cases} \text{between }2\left(\frac{n}3\right)^2+1\text{ and }2\left(\frac{n}3\right)^2+\frac{n}3&\text{if }n\text{ is a multiple of 3}\\ 2\left\lfloor\frac{n+2}3\right\rfloor^2&\text{if }n\text{ is not a multiple of 3} \end{cases} $$
I've submitted the sequence I have so far to the OEIS: A379726.
Based on the terms computed above, I conjecture that \(a(3k)=2k^2 + k\). If you have any ideas how I could increase my lower bound, or for any other way I could prove this, let me know!
Edit: OEIS sequence is published!
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In attempting (and failing) to solve the puzzle when it first came out, I noticed that there were quite a few ways to colour the squares/place the kings for each minimum solution, some quite symmetrical and interesting. I wondered how many such "colourings" existed for each size of grid. And so because I apparently had nothing better to do over the weekend, I invested an inordinate amount of time coding up a script to bruteforce the number of colourings, and then a similarly inordinate amount of time optimizing it so I could get past a 5x5 grid. Here are the results:

2x2: 6
3x3: 2
4x4: 1296
5x5: 371
6x6: 8

Haven't been able to go any farther with my current script, but for what it's worth, here it is on GitHub.
Aaron
                 Reply
Here is my solution:


Project


Pre-built


Probably not super useful as I didn't attempt to prove my results, but I did come up with a general formula for odd-sized squares (with floor and ceiling functions), and perhaps the way I decoupled the two dimensions could be a useful approach for you.
Dan Whitman
                 Reply
The conjecture is correct. Super-brief sketch proof: divide the grid into 3x3 boxes, aggregate those into horizontal and vertical strips of width 1 box = 3 squares; say a strip is "cheap" if it contains only 2k shaded squares (hence, exactly two per box). Working box by box from one end of a cheap strip to the other in both directions we see that the shaded squares must be in the middle transverse row/column of each box in such a strip. Hence there can't be both a cheap horizontal strip and a cheap vertical strip, because the box where they meet is overconstrained. So either all h-strips are not-cheap or all v-strips are not-cheap, and either of those gives you at least 2k2+k shaded squares.

(This, along with everything M.S. wrote, generalizes straightforwardly to arbitrary rectangular grids.)
g
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 2018-04-29 
Two years ago, I built a copy of MENACE (Machine Educable Noughts And Crosses Engine). Since then, it's been to many Royal Institution masterclasses, visted Manchester and met David Attenborough. When I'm not showing them off, the 304 matchboxes that make up my copy of MENACE live in this box:
This box isn't very big, which might lead you to wonder how big MENACE-style machines would be for other games.

Hexapawn (HER)

In A matchbox game learning-machine by Martin Gardner [1], the game of Hexapawn was introduced. Hexapawn is played on a 3×3 grid, and starts with three pawns facing three pawns.
The pieces move like pawns: they may be either moved one square forwards into an empty square, or take another pawn diagonally (the pawns are not allowed to move forwards two spaces on their first move, as they can in chess). You win if one of your pawns reaches the other end of the board. You lose if none of your pieces can move.
The game was invented by Martin Gardner as a good game for his readers to build a MENACE-like machine to play against, as there are only 19 positions that can face player two, so only 19 matchboxes are needed to make HER (Hexapawn Educable Robot). (HER plays as player two, as if player two plays well they can always win.)

Nine Men's Morris (MEME)

In Nine Men's Morris, two players first take turns to place pieces on the board, before taking turns to move pieces to adjacent spaces. If three pieces are placed in a row, a player may remove one of the opponent's pieces. It's a bit like Noughts and Crosses, but with a bit more chance of it not ending in a draw.
In Solving Nine Men's Morris by Ralph Gasser [2], the number of possible game states in Nine Men's Morris is given as approximately \(10^{10}\). To build MEME (Machine Educable Morris Engine), you would need this many matchboxes. These boxes would form a sphere with radius 41m: that's approximately the length of two tennis courts.
MEME: Machine Educable Morris Engine
As a nice bonus, if you build MEME, you'll also smash the world record for the largest matchbox collection.

Connect 4 (COFFIN)

In Symbolic classification of general two-player games by Stefan Edelkamp and Peter Kissmann [3], the number of possible game states in Connect 4 is given as 4,531,985,219,092. The boxes used to make COFFIN (COnnect Four Fighting INstrument) would make a sphere with radius 302m: approximately the height of the Eiffel Tower.
COFFIN: COnnect Four Fighting INstrument

Draughts/Checkers (DOCILE)

In Solving the game of Checkers by Jonathan Schaeffer and Robert Lake [4], the number of possible game states in Draughts is given as approximately \(5\times10^{20}\). The boxes needed to build DOCILE (Draughts Or Checkers Intelligent Learning Engine) would make a sphere with radius 151km.
DOCILE: Draughts Or Checkers Intelligent Learning Engine
If the centre of DOCILE was in London, some of the boxes would be in Sheffield.

Chess (CLAWS)

The number of possible board positions in chess is estimated to be around \(10^{43}\). The matchboxes needed to make up CLAWS (Chess Learning And Winning System) would fill a sphere with radius \(4\times10^{12}\)m.
CLAWS: Chess Learning And Winning System
If the Sun was at the centre of CLAWS, you might have to travel past Uranus on your search for the right box.

Go (MEGA)

The number of possible positions in Go is estimated to be somewhere near \(10^{170}\). To build MEGA (Machine Educable Go Appliance), you're going to need enough matchboxes to make a sphere with radius \(8\times10^{54}\)m.
MEGA: Machine Educable Go Appliance
The observable universe takes up a tiny space at the centre of this sphere. In fact you could fit around \(10^{27}\) copies of the universe side by side along the radius of this sphere.
It's going to take you a long time to look through all those matchboxes to find the right one...

A matchbox game learning-machine by Martin Gardner. Scientific American, March 1962. [link]
Solving Nine Men's Morris by Ralph Gasser. Games of No Chance 29, 1996. [link]
Symbolic classification of general two-player games by Stefan Edelkamp and Peter Kissmann. in Advances in Artificial Intelligence (edited by A.R. Dengel, K. Berns, T.M. Breuel, F. Bomarius, T.R. Roth-Berghofer), 2008. [link]
Solving the game of Checkers by Jonathan Schaeffer and Robert Lake. Games of No Chance 29, 1996. [link]
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Kind of like the "Blue Brain Project". They got a worm and fruitfly brain on the computer, I wanted to download the fruitfly brain for 2GB USB stick but it was over 12 TB. They uploaded half a mouse brain on their project so far.
Willem
                 Reply
Would Love to play with Coffin/Coffin2. Do you have the code on git or a JS/web version?... been kind of thinking of coding a version that only makes the match boxes as it needs them (to save on memory) but I heard you already have a version with optimizations (and my coding skill is rough at best)
John
                 Reply
Are you aware of any actual implementations of anything in matchboxes, games or otherwise?
Jam
                 Reply
Of course, to make CLAWS, you will have to leave a large gap in the centre of the matchbox sphere, to avoid the very real danger of fire. Furthermore, some redundancy is needed, to replace the boxes which will be damaged by the myriad hard objects which are whizzing around the solar system. For this latter reason alone, I propose that the machine would be impractical to make! ;-D
g0mrb
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