v-inf-simulator 0.9.0

V∞ Civilization Evolution Simulator based on FQESC Unified Equation

V∞ Civilization Evolution Simulator

Civilization = Palace × Coupling × Evolution

The V∞ (V-infinity) Civilization Evolution Simulator simulates how Palace tag topologies evolve under platform economics — proving that decentralized low-tax systems outperform centralized monopolies in long-term ont_self growth, innovation rate, and wealth equality.

Quick Start

pip install v-inf-simulator

# Run default simulation (300 agents, 200 steps)
v-inf-sim

# Experiment 1: Centralized vs Decentralized
v-inf-sim --exp1

# Experiment 2: Diversity vs Monopoly
v-inf-sim --exp2

Key Results

Experiment	Configuration	ont_self	Growth	New Palaces
Centralized monopoly	30% platform tax	223.26	1.46x	Low
Decentralized V∞	5% platform tax	253.06	1.67x	High
Single-monopoly M=0.98	Uniform convergence	214.41	1.39x	17
Diverse ecology M=0.3-0.7	Dynamic M regulation	200.28	1.44x	22

Core Mechanisms

• Dynamic Tax Rate: Automatically adjusts based on M convergence value (M>0.7 → tax cut by 50%, M<0.3 → tax raised by 50%)
• M-value Golden Zone Regulation: auto_m_regulation() maintains M in 0.5-0.7 range
• Palace Lifecycle Management: Automatically eliminates underperforming Palaces (growth <10% over 3 steps)
• Cross-Palace Knowledge Transfer: Transfers 5% coupling from high-ont to low-ont Palaces
• Health Score: ont * growth * (1-|M-0.6|) * (1-tax_rate/2)

Citation

@software{zheng2026vinf,
  author = {Zheng, Yiting},
  title = {V∞ Civilization Evolution Simulator},
  year = {2026},
  url = {https://github.com/anomalyco/SiliconLifeOS}
}

License

Apache 2.0 — see LICENSE.