FJSP
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Flexible Job Shop Scheduling | FJSP GA 10 x 5, 15 x 10, 20 x 10 (evaluation sets) | Average Gap (%)5.86 | 22 | |
| Flexible Job Shop Scheduling | FJSP PDR 10 x 5, 15 x 10, 20 x 10 (evaluation sets) | Average Gap (%)5.87 | 22 | |
| Combinatorial Optimization | FJSP | Objective Value (x10^4)12,500 | 14 | |
| Flexible Job Shop Scheduling | FJSP 40x10 instances Random (test) | Optimality Gap (%)2.21 | 11 | |
| Flexible Job Shop Scheduling | FJSP 30x10 instances Random (test) | Optimality Gap (%)3.11 | 11 | |
| Flexible Job Shop Problem | FJSP 20 x 10 instances | Optimality Gap (%)-1.03 | 11 | |
| Flexible Job Shop Problem | FJSP 15 x 10 instances | Optimality Gap (%)5.85 | 11 | |
| Flexible Job Shop Problem | FJSP 10 x 5 instances | Optimality Gap5.57 | 11 | |
| Flexible Job Shop Scheduling | Small-scale Homogeneous FJSP 6 machines, 20 jobs, λ=0.05 | Mean Makespan416 | 6 | |
| Flexible Job Shop Scheduling | Large-scale FJSP 6 machines, 40 jobs, λ=0.02 homogeneous (test) | Mean Makespan1,380 | 6 | |
| Flexible Job Shop Scheduling | Large-scale FJSP (6 machines, 40 jobs, λ=0.05) homogeneous (test) | Mean Makespan596 | 6 | |
| Flexible Job Shop Scheduling | Large-scale FJSP (6 machines, 40 jobs, λ=0.2) homogeneous (test) | Mean Makespan560 | 6 | |
| Flexible Job Shop Scheduling Problem | Randomly generated FJSP 50 x 30 | Computation Time (min)60 | 2 | |
| Flexible Job Shop Scheduling Problem | Randomly generated FJSP 50 x 15 | Objective Value (Makespan)881.45 | 2 |
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