Generator Configuration
What is RGE-256?
A 256-bit ARX-based pseudorandom number generator with rotation constants derived from Recursive Division Tree entropy analysis.
Starting point for random sequence (0xC0FFEE in decimal)
More rounds = better diffusion, slower generation
Triangle entropy constant (default: 1.585)
Menger-like entropy constant (default: 1.926)
Tetrahedral entropy constant (default: 1.262)
Optional: Different domains produce different sequences
Number Generation
💡 For good visualizations: use 1,000+ numbers. For statistical tests: use 10,000+
💡 For true continuous floats (0.0-1.0), use 32-bit Unsigned then switch to Floats tab
Click "Generate Numbers" to begin...
Statistical Analysis
Numbers Generated
0
Mean Value
-
Min / Max
- / -
Std Deviation
-
Entropy
-
Ideal = 100%
Current: -
Chi-Square Statistic
-
Lower is better
Expected ≈ -
KS Statistic
-
-
-
Distribution Visualization
📊 What am I seeing?
Generate numbers to see distribution analysis.
Performance & Benchmarks
Generation Speed
-
numbers per second
Last Generation Time
-
milliseconds
Total Generated
0
all time
Generator Status
Not Initialized
🎮 Interactive Demos & Games
See RGE-256 in action with classic probability applications!
🎲 Dice Roller
Roll virtual dice using RGE-256
🎲
Click "Roll Dice" to start!
Rolls: 0
Average: -
🪙 Coin Flipper
Flip coins and track statistics
🪙
Click "Flip Coins" to start!
Heads: 0 (0%)
Tails: 0 (0%)
🃏 Card Drawer
Draw random playing cards from a deck
🃏
Click "Draw Cards" to start!
Cards drawn: 0 / 52
🎰 Lottery Numbers
Generate lottery-style numbers
🎰
Click "Generate Numbers" to start!