Notes
Chapter 10:Processes of Perception and Analysis
Section 11:Traditional Mathematics and Mathematical Formulas
Cellular automaton [Nand] formulas
For 1 step, the elementary cellular automaton rules are exactly the 256n = 3 Boolean functions. For 2 steps, they represent a small subset of the232n = 5 functions. They require an average of about 11.6Nand operations, and a maximum of 27 (achieved by rules 107 and 121).
For rule 254 the result aftert steps (which is always asymmetric, even though the rule is symmetric) is
Nest[{{#, #〚2〛 + 1}, #〚2〛 + 1} &, {{1, 1}, {2, 2}}, t - 2]
If explicit copy operations were allowed, then the number ofNand operations aftert steps could not increase faster thant2 for any rule. But without copy (fanout) operations no corresponding result is immediately clear.