Flexible Job Shop Scheduling on FJSP-2000 (10, 20, 100) DANIEL distributions (test)
16Time (s)DRL-20K
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DRL-20KZero-shot Transfer (from 1200)=true, Search Strategy=Greedy2026.04 | 16 | 5,184 | |
| DRL-HoZero-shot Transfer (from 1200)=true, Search Strategy=Greedy2026.04 | 22 | 10,044 | |
| DRL-EcheverriaZero-shot Transfer (from 1200)=true, Search Strategy=Greedy2026.04 | 213 | 7,673 | |
| DRL-20KZero-shot Transfer (from 1200)=true, Search Strategy=Sampling, Sample Count=1002026.04 | 302 | 5,082 | |
| Graph-RHOZero-shot Transfer (from 1200)=true2026.04 | 321 | 4,938 | |
| L-RHOZero-shot Transfer (from 1200)=true2026.04 | 473 | 4,982 | |
| DRL-HoZero-shot Transfer (from 1200)=true, Search Strategy=Sampling2026.04 | 517 | 9,848 | |
| DRL-EcheverriaZero-shot Transfer (from 1200)=true, Search Strategy=Sampling2026.04 | 603 | 7,774 | |
| Warm Start RHOZero-shot Transfer (from 1200)=true, Search Setting=Warm Start2026.04 | 716 | 5,057 | |
| Default RHOZero-shot Transfer (from 1200)=true, Search Setting=Default2026.04 | 862 | 5,207 | |
| ARD-LNSZero-shot Transfer (from 1200)=true, Search Protocol=Time-based2026.04 | 1,000 | 14,258 | |
| ARD-LNSZero-shot Transfer (from 1200)=true, Search Protocol=Machine-based2026.04 | 1,000 | 52,225 | |
| Oracle-LNSZero-shot Transfer (from 1200)=true, Search Protocol=Time-based2026.04 | 1,000 | 7,275 | |
| DRL-20KZero-shot Transfer (from 1200)=true, Search Strategy=Sampling, Sample Count=5002026.04 | 1,738 | 5,062 | |
| CP-SATZero-shot Transfer (from 1200)=true, Search Budget=30 minutes2026.04 | 1,800 | 39,585 | |
| GAZero-shot Transfer (from 1200)=true, Search Budget=30 minutes2026.04 | 1,800 | 10,406 | |
| Default RHOZero-shot Transfer (from 1200)=true, Search Setting=Long2026.04 | 2,871 | 4,994 | |
| CP-SATZero-shot Transfer (from 1200)=true, Search Budget=10 hours2026.04 | 36,000 | 18,821 |