DSDRO Algorithm: Bike Sharing System Rebalancing Dataset
by Jianrong Cai·Updated 1mo ago
23.2 KB1files
Available on 1 platform
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Description
A dataset and MATLAB implementation for the DSDRO algorithm, focusing on bike-sharing system rebalancing with dynamic pricing. The materials include station coordinates, station demand data, and source code for the PSO-LNS solver, ablation study, and validation scripts. The dataset is authored by Jianrong Cai and was last updated on April 16, 2026.
Use Cases
Benchmark optimization algorithms based on the included PSO-LNS solver
Validate statistical performance based on the 10-run validation scripts
Study the impact of dynamic pricing on system rebalancing based on the described algorithm
Conduct ablation studies on algorithm components based on the provided scripts
Strengths
Includes source code for the proposed algorithm, enabling reproducibility
Contains ablation study and statistical validation scripts for methodological rigor
Dataset size is 23.2 KB, indicating a focused and 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
figshare
Freshness
Last updated 2026-04-16 17:39:51
Data is packaged in a ZIP file; requires MATLAB for the provided source code.