# Flexible Job Shop Scheduling on Large-scale FJSP 6 machines, 40 jobs, λ=0.02 homogeneous (test)

Source: [Flexible Job Shop Scheduling on Large-scale FJSP 6 machines, 40 jobs, λ=0.02 homogeneous (test)](<https://www.sota2.com/research/sota/flexible-job-shop-scheduling-on-large-scale-fjsp-6-machines-40-jobs-0-02-homogeneous-test>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-05-22T09:48:53.771Z

Evaluation of Flexible Job Shop Scheduling algorithms on the test set of the Large-scale FJSP instance characterized by 6 machines, 40 jobs, and a load factor (λ) of 0.02, 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) | Large-scale FJSP 6 machines, 40 jobs, λ=0.02 homogeneous (test) |
| 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](<https://www.sota2.com/research/sota/flexible-job-shop-scheduling-on-large-scale-fjsp-6-machines-40-jobs-0-02-homogeneous-test.md?metric=Mean%20Makespan>): Lower is better; unit: TIME.

- [Makespan Standard Deviation](<https://www.sota2.com/research/sota/flexible-job-shop-scheduling-on-large-scale-fjsp-6-machines-40-jobs-0-02-homogeneous-test.md?metric=Makespan%20Standard%20Deviation>): Lower is better; unit: TIME.

## Recorded results

| Method | Mean Makespan | Result date | Report paper |
| --- | --- | --- | --- |
| AT-MILP | 1380 | Not recorded | 6a0fe345f984739ed673a075 |
| DRL | 1380 | Not recorded | 6a0fe345f984739ed673a075 |
| Best HH | 1380 | Not recorded | 6a0fe345f984739ed673a075 |
| Rule 1 | 1380 | Not recorded | 6a0fe345f984739ed673a075 |
| Rule 2 | 1380 | Not recorded | 6a0fe345f984739ed673a075 |
| Rule 3 | 1380 | Not recorded | 6a0fe345f984739ed673a075 |

### AT-MILP

Mean Makespan: 1380. Result ID: 6a102676fbc373592c0999ec.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe345f984739ed673a075.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0fe345f984739ed673a075.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DRL

Mean Makespan: 1380. Result ID: 6a102676fbc373592c0999ed.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe345f984739ed673a075.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a0fe345f984739ed673a075.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Best HH

Mean Makespan: 1380. Result ID: 6a102676fbc373592c0999ee.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe345f984739ed673a075.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Rule 1

Mean Makespan: 1380. Result ID: 6a102676fbc373592c0999ef.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe345f984739ed673a075.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Rule 2

Mean Makespan: 1380. Result ID: 6a102676fbc373592c0999f0.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe345f984739ed673a075.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Rule 3

Mean Makespan: 1380. Result ID: 6a102676fbc373592c0999f1.

[Reporting paper](<https://www.sota2.com/research/paper/6a0fe345f984739ed673a075.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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