Cyclic Cellular Automata

Cyclic Cellular Automata were first developed by David Griffeath at the University of Wisconson.

The rules are relatively simple;

1. Take a 2D grid of cells.
2. Select a maximum number of states each cell can have.
3. Select a threshold value.
4. Fill the cells with random state values between 0 and (maximum states-1).
5. At each step of the simulation every cell follows these rules;
a) Count how many neighbouring cells (Moore or Von Neumann neighborhoods) surrond the cell with a value of the current cell’s state + 1
b) If the count is greater or equal to the threshold value then the cell state is incremented by 1
6. Repeat this process as long as you want to.

By following those steps you can get emergent behaviour of spirals and other patterns. Here are a few examples (click the title to watch it in HD format on YouTube);

The different rules (every 10 seconds) in the above video are;
313 (David Griffeath)=1/3/3/M
Amoeba (Jason Rampe)=3/10/2/N
Black vs White (Jason Rampe)=5/23/2/N
Black vs White 2 (Jason Rampe)=2/5/2/N
Boiling (Jason Rampe)=2/2/6/N
Bootstrap (David Griffeath)=2/11/3/M
CCA (David Griffeath)=1/1/14/N
Cubism (Jason Rampe)=2/5/3/N
Cyclic Spirals (David Griffeath)=3/5/8/M
Diamond Spirals (Jason Rampe)=1/1/15/N
Fossil Debris (David Griffeath)=2/9/4/M
Fuzz (Jason Rampe)=4/4/7/N
Lava Lamp (Jason Rampe)=3/15/3/M
Lava Lamp 2 (Jason Rampe)=2/10/3/M
Maps (Mirek Wojtowicz)=2/3/5/N
Perfect Spirals (David Griffeath)=1/3/4/M
Stripes (Mirek Wojtowicz)=3/4/5/N
Turbulent Phase (David Griffeath)=2/5/8/M
The 2/5/8/M refers to Range/Threshold/States/Neighborhood.

2D OpenGLSL Shader Code

Getting a GLSL version of CCA working was a real pain. See the comments for past attempts.

Finally I did manage to get the shader code working for all possible rules.

The current version of the code is in Visions of Chaos and also runnable in your browser here.

3D Cyclic Cellular Automata

The same principle works in 3D too. You just need to expand the neighborhood checks to cover 3D space.

The following movie hides cells outside a sphere shape. The CA grid is 300x300x300 cells in size.

4D Cyclic Cellular Automata

Rather than using a 3D array of [X,Y,Z] components you add a 4th dimension (usually denoted as W) and now use 4 loops over the [X,Y,Z,W] array dimensions.

The main issue is how to display the 4 dimensional array in the 3 dimensions we can see. For the following example movie I scale the 4th dimension density into a color palette index.

Some basic pseudo-code is;


for loopx:=0 to gridsize do
begin
   for loopy:=0 to gridsize do
   begin
      for loopz:=0 to gridsize do
      begin
         count:=0;
         for loopw:=0 to gridsize do if array[loopx,loopy,loopz,loopw]>0 then inc(count);
         if count>0 then cell_color:=palette[count/gridsize*255];
      end;
   end;
end;

To also show more of the interior of the CA structure I also hide cells when the above count value is above or below a threshold value. The threshold is calculated by the gridsize div 10. So if the gridsize is 100 then cells with a count less than 10 or greater than 90 are hidden and not rendered.

Availability

2D, 3D and 4D CCA are now included in the latest version of Visions Of Chaos.

Jason.

Fractal Planets

After reading this page from Paul Bourke I had a go at creating fractal planets by one of the methods he mentions;

1. Take a sphere of points (best to use a geodesic sphere so the points are evenly spread over the surface of the sphere).

2. Cut the sphere in half with a plane that goes through the origin. See the section on Great Circles here.

Great Circle

3. All points on one side of the plane are moved outwards and all points on the other are moved in.

4. Repeat this process a few hundred times and you get a fractal planet.

5 steps
fractal planet

50 steps
fractal planet

100 steps
fractal planet

250 steps
fractal planet

500 steps
fractal planet

And here is a movie of the creation process.

Fractal planets are now included in the latest version of Visions Of Chaos.

Jason.