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cp-sat

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Hybrid metaheuristic–RL framework for multi-objective university course timetabling (UCTP). NSGA-II + PPO/DQN + Multi-Armed Bandit operator selection + CP-SAT decomposition repair + Kempe/Ejection chain neighborhoods.

  • Updated Jun 22, 2026
  • Python

A spec-kit extension that uses constraint programming (Google OR-Tools CP-SAT) to produce provably optimal task-to-agent assignments with DAG precedence, hallucination-aware capacity caps, file-conflict avoidance, stochastic durations, online replanning, and interactive HTML output.

  • Updated Jun 22, 2026
  • Python

Supply chain risk & inventory operations — CP-SAT MILP optimization, PPO RL inventory policy, BOM management, supplier risk scoring (rule-based + RF), Clear-to-Build analysis | Enterprise: K8s + Helm + Terraform + MLflow + Prometheus/Grafana | 181 tests

  • Updated Mar 26, 2026
  • Python

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