The Experiment
Having developed the mathematical tools to address
the heart of this discussion, an experiment may be performed to determine
if, indeed, there exists any order – underlying or otherwise – to the chaotic
mapping of Arnold’s cat map. For this purpose, a program was developed
for MATLAB by the author, which is available in the self-extract ZIP file
here. Simply unzip this files into
a directory on your MATLAB path and type "catbox." The following
124 x 124 image of the Earth was iterated with the Arnold's Cat map transformation.
Included is an animation showing the iteration process, where each cycle
starts anew with the image fading in.
The pixels rapidly degenerate into a television-static
of chaos by iteration number five, with some unintelligible order prominent
in a number of iterations prior to the original image reappearing on the
fifteenth iteration. Therefore, the image is said to have a period
of fifteen. That periodicity should be observed in a system such as this
is quite extraordinary. It’s not unlike a coherent image spontaneously
leaping out of the salt-and-pepper of television static, a cogent message
spoken from the howl of radio static – loaded dice, indeed!
Experimentally, no elegant model could be developed
for the relationship between the period of an image and n, its number of
rows or columns. In general, it may be claimed that as the value
of n increases, the period tends to increases. However, this is
not always true. For example, a 101 x 101 image has a period of twenty-five;
whereas, a 124 x 124 image, as we just learned, has a period of fifteen.
Other luminaries have found a relationship where this experimenter failed
– but it certainly cannot be claimed to be elegant nor robust . Let
the period be
.
1. (n) = 3n
if and only if n = 2*5k for k = 1,2,... |
2. (n) = 2n
if and only if n = 5k or n = 6*5k for k
= 1,2,... |
3. (n)
12n/7 for all other choices of n |
Let us address that ageless question of Mankind:
Why? Why does order emerge out of this apparently chaotic mapping?
The best approach to answer this question is, perhaps, to examine the behavior
of a single pixel, to determine what effect Arnold’s cat map has upon it.
Consider the ordinary pixel ( 52,13) of the 124 x 124 image considered
previously. It takes the following path:
After fifteen iterations, the pixel – as would any other pixel in the image
– has returned to its initial position, and it would continue eternally
along this circle if iterated accordingly. This agrees with the earlier
observation that the 124 x 124 image has a period of fifteen.