Job-Shop Scheduling Problem on Random JSSP 20 × 20
1,812.15MakespanTeacher-Aware Evolution
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Teacher-Aware EvolutionLLM=GPT-5.4, Category=LLM-based heuristic evolution2026.05 | 1,812.15 | 18.59 | |
| EoHLLM=GPT-5.4, Category=LLM-based heuristic evolution2026.05 | 1,866.92 | 20.8 | |
| ReEvoLLM=GPT-5.4, Category=LLM-based heuristic evolution2026.05 | 1,867.06 | 18.41 | |
| FDD-MWKRCategory=Classical dispatching rule2026.05 | 1,946.2 | 27.37 | |
| Offline-LDCategory=Learned dispatching policy2026.05 | 1,971.33 | 228.69 | |
| MWKRCategory=Classical dispatching rule2026.05 | 1,976.06 | 27.09 | |
| MORCategory=Classical dispatching rule2026.05 | 1,994.22 | 27.02 | |
| L2DCategory=Learned dispatching policy2026.05 | 1,998.63 | 68.1 | |
| SPTCategory=Classical dispatching rule2026.05 | 2,542.51 | 23.09 |