June 01, 2002
Wolfram's Worldview

Wired 10.06: Rule 30

The Wolfram worldview focuses on simple rules that generate counterintuitively complex results, observable in computer-based systems called cellular automata. A two-dimensional CA "grows" one line at a time, and each new cell's state - light or dark - is determined by the cells on the previous line. Three-cell configurations produce eight possible combinations (see top line); Wolfram studied all the rules that result. The experiment illustrated here, using his Rule 30, begins with a single dark cell in the middle of a line. With each line, the rule creates new patterns. The left side seems to grow in a fairly orderly fashion, but the right side is unpredictable. One might expect that a simple rule would lead to a consistent order in the entire output, but the eventual result is still fantastically complex (right). After 20 years of study, Wolfram concluded that the Rule 30 phenomenon - a simple rule generating deep complexity - is widespread in the natural world.

Posted by ghbrett at June 01, 2002 07:02 AM
Comments
Haven't read the Wolfram book yet, but I wonder. Is there any reason to believe that a complex-looking pattern is really any more complex than say an irrational number? Just because there isn't a repeating pattern doesn't mean there's any intelligence at work, no more than the apparently random digits of pi signals an intelligence of a circle. As a first approximation, I'd use the binary representation of Rule 30 on a cellular automaton as the digits of a fraction between zero and one, and see if you can't transform it so that it turns out to be much simpler than it looks. Posted by: Edward Vielmetti on June 9, 2002 02:46 PM
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