Free Group F₂ Walk

symbolic-dynamics · 37 views
symbolic-dynamicssymbolic

What It Is

Non-backtracking random walk on the Cayley graph of the free group F₂ = ⟨a, b⟩ --- the 4-regular tree, canonical δ-hyperbolic (δ=0) space. At each step the next generator is drawn uniformly from {a, a⁻¹, b, b⁻¹} excluding the inverse of the previous step, so the walk strictly extends a reduced word. Emits step labels as a 4-level uint8 sequence {0, 85, 170, 255}. Word length grows linearly in step count (tree metric) while ball volume grows like 4·3^{n-1} (exponential) --- the textbook Gromov-hyperbolic positive control for Cayley:delta_hyp_norm, growth_exponent, saturation_radius, spectral_gap.

Interpretation

Standard analysis sees: bounded / light-tailed; few distinct values; anti-correlated (alternating); blue spectrum (high-frequency power). The atlas finds no named structure, but the source is distinctively extreme on Zariski:algebraic_residual (+2.7z) — beyond what the standard bank predicts for it. It sits beside Codon Usage in the atlas (standard-bank rank 24) — a neighbor conventional features miss.

What standard analysis sees
tail heaviness0.14
asymmetry0.72
occupancy0.11
short-range corr0.15
long-range memory0.25
spectral colour0.86
periodicity0.18
complexity0.48
time-irreversibility0.45
volatility clustering0.48
multifractality0.29
dimensionality0.72
nonstationarity0.31
What the atlas adds
Atlas-extreme metrics the standard bank can’t predict for this source
Zariski:algebraic_residual+2.7zbank-miss 2.4σ

Composition

dtypeuint8
range[0, 255]
unique values4 / 16384
mean ± std128 ± 95.1

Fixed alphabet — only 4 distinct symbols across 16384 samples.

Render Gallery

Atlas Position

Nearest neighborDistance
Phi-Squared β-Shift3.81
Codon Usage3.90cross-origin
Dice Rolls3.90cross-origin

Open in Atlas →

Which Geometries Light Up

BoltzmannBoltzmann:nn_dominancerank 3/3073.7782
in coupled-oscillators
alphabetical
← / → within domain · ⇧← / ⇧→ alphabetical · ⇧← / ⇧→ inside an open render = same view across sources