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MetaSolver-FJSP Selection Model

Multi-head ensemble for Flexible Job Shop Scheduling solver selection.

Heads

  • Solver rank (6-solver portfolio)
  • Expected makespan @5s and @30s
  • Optimality probability
  • Expected runtime
  • Configuration ranking

Backends

Logistic Regression, Random Forest, XGBoost, CatBoost, LightGBM, GraphSAGE, GAT, GIN

Training Source

zuhdifr/algorithm_selector_fjssp_matrix

License

Apache 2.0

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