Data · dataset · 2014
Flexible job shop with continuous material flow
Listed in DataCite
A new scheduling problem, the continuous flow flexible job shop (CF-FJS) is proposed.
Description
The formulation combines the well-known flexible job shop (FJS) problem and a dedicated continuous material flow model (MFM). In the MFM, operations are represented by material flow functions derived by integration of arbitrarily defined speed patterns.
Two main concepts of the MFM formalism, i.e. variable speed of processing and continuous material flow, lead to position-dependent processing times and overlapping in operations which extend standard FJS formulation. Properties of the CF-FJS are investigated. A tabu search sched uling algorithm utilising these properties is proposed.
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Effective neighbourhood functions are defined based on elimination approaches. Two auxiliary procedures: search intensification level switching and fast feasibility detection are added to improve algorithm efficiency. The algorithm is verified using dedicated benchmark instances which comprise non-trivial representations of the CF-FJS specific features, i.e. machine efficiency patterns and minimum inter-operation buffers.
The research is motivated by task scheduling in a fastener factory, but the presented results can be useful in many domains, such as production of granular goods, steel details, glass and fluids. The solution can be used in real-world applications. The published results can be helpful in testing new CF-FJS scheduling algorithms.
Links
Where it is published
- Repository landing page tandf.figshare.com/articles/dataset/Flexible_job_shop_with_continuous_material_fl… ↗
landing page · from DataCite
- Repository landing page tandf.figshare.com/articles/dataset/Flexible_job_shop_with_continuous_material_fl… ↗
landing page · from DataCite
- DOI doi.org/10.6084/m9.figshare.1166537 ↗
DOI / persistent id · from DataCite
- DOI doi.org/10.6084/m9.figshare.1166537.v2 ↗
DOI / persistent id · from DataCite
Documentation and papers
- Creative Commons Attribution 4.0 International creativecommons.org/licenses/by/4.0/legalcode ↗
license · from DataCite
- IsSupplementTo 10.1080/00207543.2014.955925 doi.org/10.1080/00207543.2014.955925 ↗
publication · from DataCite
Catalogue records · 4
- DataCite API api.datacite.org/dois/10.6084/m9.figshare.1166537.v2 ↗
metadata API · from DataCite
- DataCite API api.datacite.org/dois/10.6084/m9.figshare.1166537 ↗
metadata API · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.6084/m9.figshare.1166537.v2 ↗
catalogue entry · from DataCite
- DataCite Commons commons.datacite.org/doi.org/10.6084/m9.figshare.1166537 ↗
catalogue entry · from DataCite
Topics
- Stated by source
- Mathematics · Mathematics
- From keywords
- Chemistry · Chemistry · Life Sciences · Life Sciences · Mathematics & Statistics · Mathematics & Statistics
- Inferred from text
- Applied mathematics 68%
Related
- Inverse of has versionFlexible job shop with continuous material flow
- Possibly the same asFlexible job shop with continuous material flow
Provenance · 2 source records, 17 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| DataCite | 10.6084/m9.figshare.1166537 | 12 d ago | JSON v1 |
| DataCite | 10.6084/m9.figshare.1166537.v2 | 12 d ago | JSON v1 |
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