Data · dataset · 2022
Benchmark data for the heterogeneous multi-asset system resource definition and allocation problem
Listed in Teesside University Research Data Repository
This repository incorporates a benchmark dataset for the multi-asset system resource definition and allocation problem.
Description
A thorough description of the dataset is provided in a data article, aiming at extending the instances used to study the approach proposed in the paper "A co-evolutionary matheuristic for the multi-asset system maintenance budget definition and allocation problem". In total, the provided dataset contains 216 problem instances that cover different characteristics of the tackled problem, such as the problem size and degradation variability.
Researchers can use the dataset to evaluate future algorithms for this problem and benchmark the performance with the existing algorithms. The dataset includes a program developed in Python that can be used to generate new problem instances. To enable the reproducibility of the showcased results and since the assets degradations are stochastic, we also provide access to the generated scenarios.
Links
Where it is published
- DOI doi.org/10.17632/52dvbbm6cf.1 ↗
DOI / persistent id · from researchdata tees ac uk
Catalogue records · 1
- OAI-PMH record data.mendeley.com/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai%3Adata… ↗
metadata API · from researchdata tees ac uk
Topics
Provenance · 1 source records, 8 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Teesside University Research Data Repository | oai:data.mendeley.com/52dvbbm6cf.1 | 14 h ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].anzsrc:field:400508 | mapping · researchdata tees ac uk | vocabulary-mapper@1.0.0 | keywords['Asset Management'] |
| concepts[field].local:field:earth-environmental | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| concepts[field].local:field:mathematics-statistics | mapping · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| description | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/description |
| license | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/rights |
| publication_date | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | |
| title | source · researchdata tees ac uk | connector:researchdata_tees_ac_uk@1.0.0 | /metadata/dc/title |