# Flexible Job Shop Scheduling on Small-scale Homogeneous FJSP (6 machines, 20 jobs, λ=0.05) Source: [Flexible Job Shop Scheduling on Small-scale Homogeneous FJSP (6 machines, 20 jobs, λ=0.05)]() Collection index: [llms.txt]() Data updated: 2026-05-22T09:48:53.838Z Evaluation of Flexible Job Shop Scheduling algorithms on the Small-scale Homogeneous FJSP instance characterized by 6 machines, 20 jobs, and a load factor (λ) of 0.05, reporting mean makespan and standard deviation. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Flexible Job Shop Scheduling | | Dataset (including any stated split) | Small-scale Homogeneous FJSP 6 machines, 20 jobs, λ=0.05 | | Metric | Mean Makespan | | Unit | TIME | | Direction | Lower is better | | Results loaded | 6 of 6 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Mean Makespan](): Lower is better; unit: TIME. - [Makespan Standard Deviation](): Lower is better; unit: SCALAR. ## Recorded results | Method | Mean Makespan | Result date | Report paper | | --- | --- | --- | --- | | AT-MILP | 416 | Not recorded | 6a0fe345f984739ed673a075 | | DRL (Ours) | 420 | Not recorded | 6a0fe345f984739ed673a075 | | Best HH | 421 | Not recorded | 6a0fe345f984739ed673a075 | | Rule 1 | 428 | Not recorded | 6a0fe345f984739ed673a075 | | Rule 2 | 429 | Not recorded | 6a0fe345f984739ed673a075 | | Rule 3 | 434 | Not recorded | 6a0fe345f984739ed673a075 | ### AT-MILP Mean Makespan: 416. Result ID: 6a102676fbc373592c0999f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DRL (Ours) Mean Makespan: 420. Result ID: 6a102676fbc373592c0999f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Best HH Mean Makespan: 421. Result ID: 6a102676fbc373592c0999fa. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Rule 1 Mean Makespan: 428. Result ID: 6a102676fbc373592c0999fb. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Rule 2 Mean Makespan: 429. Result ID: 6a102676fbc373592c0999fc. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Rule 3 Mean Makespan: 434. Result ID: 6a102676fbc373592c0999fd. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.