Heisenberg Walk

symbolic-dynamics · 37 views
symbolic-dynamicssymbolic

What It Is

Random walk on the discrete Heisenberg group H(ℤ) with generators drawn uniformly from {(±1,0,0), (0,±1,0)} (the standard symmetric Carnot generating set). Emits the (x,y) coordinates interleaved as a byte stream (out[2i]=x_i mod 256, out[2i+1]=y_i mod 256), which is exactly the encoding the framework's Heisenberg geometry consumes — its embed() builds the path from consecutive byte pairs and accumulates the discrete Levy area z_{n+1} = z_n + x_n·Δy_{n+1} (accumulated x-position times the y-increment) itself. Each step fires exactly one generator, so x and y are NOT independent: exactly one coordinate moves by ±1 while the other holds (Δx,Δy ∈ {-1,0,+1} with probabilities 1/4, 1/2, 1/4), so each marginally is a ±1 walk idle ~half the steps. This coupling is the defining anisotropy: the Levy area grows like Var(z_n) ~ n²/8 in the number n of (x,y) steps (the vertical z scales as n while the horizontal x,y scale as √n) — the Carnot–Carathéodory homogeneity of nilpotent geometry.

Interpretation

Standard analysis sees: bounded / light-tailed; anti-correlated (alternating); low-dimensional. The atlas finds no named structure, but the source is distinctively extreme on Ordinal Partition:memory_order (+7.7z) — beyond what the standard bank predicts for it. It sits beside Copeland-Erdős in the atlas (standard-bank rank 57) — a neighbor conventional features miss.

What standard analysis sees
tail heaviness0.04
asymmetry0.16
occupancy0.34
short-range corr0.14
long-range memory0.73
spectral colour0.50
periodicity0.68
complexity0.32
time-irreversibility0.52
volatility clustering0.33
multifractality0.73
dimensionality0.03
nonstationarity0.74
What the atlas adds
Atlas-extreme metrics the standard bank can’t predict for this source
Ordinal Partition:memory_order+7.7zbank-miss 1.3σ
Isochronicity:amplitude_exploration+5.4zbank-miss 1.5σ
Projective ℙ²:distance_std+2.9zbank-miss 2.9σ
Nonstationarity:ac1_trend-2.6zbank-miss 1.1σ
Spectral Analysis:spectral_bandwidth+2.6zbank-miss 1.9σ

Composition

dtypeuint8
range[0, 255]
unique values94 / 16384
mean ± std165 ± 102

Render Gallery

Atlas Position

Nearest neighborDistance
Copeland-Erdős5.05cross-origin
Windows PE x86-645.57cross-origin
Champernowne5.59cross-origin

Open in Atlas →

Which Geometries Light Up

AutoRegressiveAutoRegressive:ar_coef_2rank 2/3070.6900
BoltzmannBoltzmann:spectral_gap_Jrank 5/3070.9927
BoltzmannBoltzmann:nn_dominancerank 304/3070.0090
H² × ℝ (Thurston)H² × ℝ (Thurston):boundary_dynamicsrank 5/3070.1003
Hölder RegularityHölder Regularity:alpha_autocorrelationrank 3/3070.3738
Hölder RegularityHölder Regularity:holder_meanrank 304/307-1.8842
IsochronicityIsochronicity:amplitude_explorationrank 2/3072.0540
LaplacianLaplacian:biharmonic_ratiorank 2/30715.9087
LorentzianLorentzian:causal_persistencerank 1/3070.9856
Möbius-S³Möbius-S³:hopf_fiber_coherencerank 306/3070.0106
NonstationarityNonstationarity:ac1_trendrank 304/307-0.1898
Ordinal PartitionOrdinal Partition:memory_orderrank 1/3071.4040
Spectral AnalysisSpectral Analysis:spectral_bandwidthrank 1/3070.2394
SpirographSpirograph:rational_grid_proximityrank 306/3070.4454
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