# Capacitated Vehicle Routing Problem on AGS Grid + Scaled 10-instance Concatenated Set

Source: [Capacitated Vehicle Routing Problem on AGS Grid + Scaled 10-instance Concatenated Set](<https://www.sota2.com/research/sota/capacitated-vehicle-routing-problem-on-ags-grid-plus-scaled-10-instance-concatenated-set>)

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

Data updated: 2026-07-01T08:33:11.219Z

Evaluation of algorithms solving the Capacitated Vehicle Routing Problem (CVRP) using a specific 10-instance concatenated configuration derived from the AGS benchmark suite (Grid + Scaled instances from Flanders, Brussels, Ghent, Antwerp, and Leuven). Performance is measured by solution quality (Final Distance, Missed Deliveries) and solution time metrics.

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 | Capacitated Vehicle Routing Problem |
| Dataset (including any stated split) | AGS benchmark-derived instances Grid + Scaled Flanders2, Flanders1, Brussels2, Brussels1, Ghent2, Ghent1, Antwerp2, Antwerp1, Leuven2, Leuven1 (10-instance concatenated) |
| Metric | Time (s) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 7 of 7 |
| 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

- [Time (s)](<https://www.sota2.com/research/sota/capacitated-vehicle-routing-problem-on-ags-grid-plus-scaled-10-instance-concatenated-set.md?metric=Time%20(s)>): Lower is better; unit: TIME.

- [First Solution Time (s)](<https://www.sota2.com/research/sota/capacitated-vehicle-routing-problem-on-ags-grid-plus-scaled-10-instance-concatenated-set.md?metric=First%20Solution%20Time%20(s)>): Lower is better; unit: TIME.

- [Missed Deliveries (%)](<https://www.sota2.com/research/sota/capacitated-vehicle-routing-problem-on-ags-grid-plus-scaled-10-instance-concatenated-set.md?metric=Missed%20Deliveries%20(%25)>): Lower is better; unit: PERCENT.

- [Final Distance](<https://www.sota2.com/research/sota/capacitated-vehicle-routing-problem-on-ags-grid-plus-scaled-10-instance-concatenated-set.md?metric=Final%20Distance>): Lower is better; unit: SCALAR.

## Recorded results

| Method | Time (s) | Result date | Report paper |
| --- | --- | --- | --- |
| SWP | 0.172 | Not recorded | 6a449f17e0224bd4f499322f |
| ENT | 0.196 | Not recorded | 6a449f17e0224bd4f499322f |
| GRD | 0.379 | Not recorded | 6a449f17e0224bd4f499322f |
| BKM | 4.732 | Not recorded | 6a449f17e0224bd4f499322f |
| CC-CVRP | 125.363 | Not recorded | 6a449f17e0224bd4f499322f |
| CCBC | 152.548 | Not recorded | 6a449f17e0224bd4f499322f |
| A-DEC | 219.875 | Not recorded | 6a449f17e0224bd4f499322f |

### SWP

Time (s): 0.172. Result ID: 6a44d0c573d097d845bf7b82.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f17e0224bd4f499322f.md>)

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

### ENT

Time (s): 0.196. Result ID: 6a44d0c573d097d845bf7b80.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f17e0224bd4f499322f.md>)

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

### GRD

Time (s): 0.379. Result ID: 6a44d0c573d097d845bf7b81.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f17e0224bd4f499322f.md>)

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

### BKM

Time (s): 4.732. Result ID: 6a44d0c573d097d845bf7b7d.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f17e0224bd4f499322f.md>)

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

### CC-CVRP

Time (s): 125.363. Result ID: 6a44d0c573d097d845bf7b7f.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f17e0224bd4f499322f.md>)

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

### CCBC

Time (s): 152.548. Result ID: 6a44d0c573d097d845bf7b7e.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f17e0224bd4f499322f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa5b8d1e209131ce9c9494.md>)

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

### A-DEC

Time (s): 219.875. Result ID: 6a44d0c573d097d845bf7b83.

[Reporting paper](<https://www.sota2.com/research/paper/6a449f17e0224bd4f499322f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a449f17e0224bd4f499322f.md>)

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

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