Closed-Loop Supply Chains Parameter Assignment Data

Parameter assignment data for closed-loop supply chains, authored by Qing Ma. The dataset is a 5.5 KB Excel file last updated on May 22, 2026. Its specific row count and column details are not provided in the metadata.

Use Cases

• Parameter tuning for supply chain simulation models based on the described parameter assignment
• Benchmarking optimization algorithms for closed-loop supply chain networks
• Educational illustration of parameter structures in reverse logistics systems

Strengths

• Dataset is openly licensed under CC-BY-4.0.
• File size of 5.5 KB indicates a focused and likely manageable scope.

Limitations

• Row count is unknown, which may limit suitability assessment.
• Column-level documentation is absent; field semantics must be inferred after download.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

Qing Ma via figshare.

Collection Method

Method of data gathering is not described.

Time Range

Temporal coverage is not specified.

Freshness

Last updated 2026-05-22 17:31:37; freshness should be verified.

Geography

Spatial coverage is not specified.