Job-Shop Scheduling Problem on Random JSSP 10 × 10
915.87MakespanTeacher-Aware Evolution
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Teacher-Aware EvolutionLLM=GPT-5.4, Category=LLM-based heuristic evolution2026.05 | 915.87 | 1.81 | |
| ReEvoLLM=GPT-5.4, Category=LLM-based heuristic evolution2026.05 | 916.71 | 1.51 | |
| EoHLLM=GPT-5.4, Category=LLM-based heuristic evolution2026.05 | 930.1 | 1.44 | |
| FDD-MWKRCategory=Classical dispatching rule2026.05 | 955.38 | 2.85 | |
| Offline-LDCategory=Learned dispatching policy2026.05 | 976.52 | 12.51 | |
| MORCategory=Classical dispatching rule2026.05 | 983.91 | 2.84 | |
| L2DCategory=Learned dispatching policy2026.05 | 988.26 | 17.45 | |
| MWKRCategory=Classical dispatching rule2026.05 | 990.26 | 2.85 | |
| SPTCategory=Classical dispatching rule2026.05 | 1,231.49 | 2.69 |