DSG QUBO & Ising Solver

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https://tdealer01-crypto-dsg-control-plane.vercel.app DSG Docs For the complete documentation index, see llms.txt. This page is also available as Markdown. Ask 🛡️ DSG QUBO & Ising Solver — Policy Engine & Z3 Formal Verification System Deterministic QUBO/Ising Optimization Engine, Z3 Formal Constraint Logic Verification, What-If Counterfactual Simulation, and Multi-Regulatory Framework Mapping (Thai Criminal Law, EU GDPR & EU AI Act, Thai PDPA, FinTech) 📌 1. Summary of All Features (สรุปฟังก์ชันทั้งหมด) The DSG QUBO Policy Engine is an enterprise-grade, deterministic policy optimization & formal verification system written in pure native Kotlin for Android. It formulates policy selection problems into Quadratic Unconstrained Binary Optimization (QUBO) and Ising matrices, solving them via Deterministic Simulated Annealing alongside Z3 SMT-style Formal Constraint Verification. 🌟 Core Functional Architecture Deterministic QUBO & Ising Model Matrix Engine: Maps business value ($V$), risk reduction ($R$), and costs ($C$) into QUBO upper-triangular energy matrices $Q_{i,j}$. Supports mathematical transformation between 0-1 QUBO binary space and $\pm 1$ Ising spin configurations ($s_i \in {-1, +1}$). Deterministic Simulated Annealing (Mulberry32 PRNG): Uses a 32-bit seeded PRNG (DeterministicRNG) providing 100.0% zero-bit-drift reproducibility across identical seeds (seed = 42L). Z3 SMT Formal Constraint Logic Verification: Enforces mathematical logical correctness before state transitions: Implication ($A \rightarrow

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