Notes

Chapter 3: The World of Simple Programs

Section 5: Substitution Systems


Other examples [of substitution systems]

(a) (Period-doubling sequence) After t steps, there are a total of 2t

\!\(\*SuperscriptBox[\(2\),\(t\)]\) elements, and the sequence is given by Nest[MapAt[1 - # &, Join[#, #], -1]&, {0}, t]
Nest[MapAt[1 - # &, Join[#, #], -1]&, {0}, t]
. It contains a total of Round[2t/3]
Round[\!\(\*SuperscriptBox[\(2\),\(t\)]\)/3]
black elements, and if the last element is dropped, it forms a palindrome. The nth element is given by Mod[IntegerExponent[n, 2], 2]
Mod[IntegerExponent[n, 2], 2]
. As discussed on page 885, the sequence appears in a vertical column of cellular automaton rule 150. The Thue–Morse sequence discussed on page 890 can be obtained from it by applying

1 - Mod[Flatten[Partition[FoldList[Plus, 0, list], 1, 2]], 2]

1 - Mod[Flatten[Partition[FoldList[Plus, 0, list], 1, 2]], 2]

(b) The nth element is simply Mod[n, 2]

Mod[n, 2].

(c) Same as (a), after the replacement 1 {1, 1}

1  {1, 1} in each sequence. Note that the spectra of (a) and (c) are nevertheless different, as discussed on page 1080.

(d) The length of the sequence at step t satisfies a[t] 2a[t - 1] + a[t - 2]

a[t]  2a[t - 1] + a[t - 2], so that a[t] = Round[(1 + 2)t - 1/2]
a[t]=Round[\!\(\*SuperscriptBox[\((1+\!\(\*SqrtBox[\(2\)]\))\),\(t-1\)]\)/2]
for t > 1
t > 1
. The number of white elements at step t is then Round[a[t]/2]
Round[a[t]/\!\(\*SqrtBox[\(2\)]\)
. Much like example (c) on page 83 there are m + 1
m + 1
distinct blocks of length m, and with f = Floor[(1 - 1/2)(# + 1/2)] &
f=Floor[(1-1/\!\(\*SqrtBox[\(2\)]\))(#+1/\!\(\*SqrtBox[\(2\)]\))]&
the nth element of the sequence is given by f[n + 1] - f[n]
f[n + 1] - f[n]
(see page 903).

(e) For large t the number of elements increases like λt

\!\(\*SuperscriptBox[\(\[Lambda]\),\(t\)]\) with λ = (13 + 1)/2
\[Lambda]=(\!\(\*SqrtBox[\(13\)]\)+1)/2
; there are always λ times as many white elements as black ones.

(f) The number of elements at step t is Round[(1 + 2)t/2]

Round[\!\(\*SuperscriptBox[\((1+\!\(\*SqrtBox[\(2\)]\))\),\(t\)]\)/2], and the nth element is given by Floor[2 (n + 1)] - Floor[2 n]
Floor[\!\(\*SqrtBox[\(2\)]\)(n+1)]-Floor[\!\(\*SqrtBox[\(2\)]\),n]
(see page 903).

(g) The number of elements is the same as in (f).

(h) The number of black elements is 2t - 1

\!\(\*SuperscriptBox[\(2\),\(t-1\)]\); the total number of elements is 2t - 2 (t + 1)
\!\(\*SuperscriptBox[\(2\),\(t-2\)]\)(t+1)
.

(i) and (j) The total number of elements is 3t - 1

\!\(\*SuperscriptBox[\(3\),\(t-1\)]\).



Image Source Notebooks:

From Stephen Wolfram: A New Kind of Science [citation]