Supporting Information.
<p>This single file contains all supplementary materials, organized into the following sections: Theoretical Framework and Mathematical Proofs (S1), Parameter Calibration and Enterprise Validation (S2), Detailed Validation Protocol and Metrics S3), Algorithm Details (S4), Ablation Study: Detai...
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| _version_ | 1849927629656817664 |
|---|---|
| author | Kewei Wang (556371) |
| author2 | Kekun Fan (22683234) Yuhong Chen (120972) |
| author2_role | author author |
| author_facet | Kewei Wang (556371) Kekun Fan (22683234) Yuhong Chen (120972) |
| author_role | author |
| dc.creator.none.fl_str_mv | Kewei Wang (556371) Kekun Fan (22683234) Yuhong Chen (120972) |
| dc.date.none.fl_str_mv | 2025-11-25T18:24:15Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0336993.s001 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/Supporting_Information_/30713304 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Science Policy Space Science Biological Sciences not elsewhere classified utilizes hierarchical optimization transcend conventional optimization sustainable local systems strategic network reconfiguration operational vehicle routing offering significant policy generate excessive costs cold chain logistics systematic transformation framework systematic transformation framework reveals systematically resolved study develops structural dependencies service objectives regional distribution regional dependencies quality deterioration product freshness practical implications practical conditions level improvements level improvement inefficient networks enabling emergent empirically validates concurrent outcomes carbon emissions apparent trade 001 ), |
| dc.title.none.fl_str_mv | Supporting Information. |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <p>This single file contains all supplementary materials, organized into the following sections: Theoretical Framework and Mathematical Proofs (S1), Parameter Calibration and Enterprise Validation (S2), Detailed Validation Protocol and Metrics S3), Algorithm Details (S4), Ablation Study: Detailed Results and Configuration S5), Store Classification System Validation (S6), Case Study Background: Candidate Distribution Centers (S7), Complete Statistical Analysis and Validation Results S8), Comprehensive Algorithm Performance Analysis S9), Comprehensive Stochastic Robustness Analysis (S10), Supplementary Analysis for Boundary Conditions (S11), Detailed Cross-City Cluster Applicability Analysis (S12), Supplementary Robustness Analysis for Generalizability S13).</p> <p>(ZIP)</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_1d65ce59977f043d6213541412b250c9 |
| identifier_str_mv | 10.1371/journal.pone.0336993.s001 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/30713304 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Supporting Information.Kewei Wang (556371)Kekun Fan (22683234)Yuhong Chen (120972)Science PolicySpace ScienceBiological Sciences not elsewhere classifiedutilizes hierarchical optimizationtranscend conventional optimizationsustainable local systemsstrategic network reconfigurationoperational vehicle routingoffering significant policygenerate excessive costscold chain logisticssystematic transformation frameworksystematic transformationframework revealssystematically resolvedstudy developsstructural dependenciesservice objectivesregional distributionregional dependenciesquality deteriorationproduct freshnesspractical implicationspractical conditionslevel improvementslevel improvementinefficient networksenabling emergentempirically validatesconcurrent outcomescarbon emissionsapparent trade001 ),<p>This single file contains all supplementary materials, organized into the following sections: Theoretical Framework and Mathematical Proofs (S1), Parameter Calibration and Enterprise Validation (S2), Detailed Validation Protocol and Metrics S3), Algorithm Details (S4), Ablation Study: Detailed Results and Configuration S5), Store Classification System Validation (S6), Case Study Background: Candidate Distribution Centers (S7), Complete Statistical Analysis and Validation Results S8), Comprehensive Algorithm Performance Analysis S9), Comprehensive Stochastic Robustness Analysis (S10), Supplementary Analysis for Boundary Conditions (S11), Detailed Cross-City Cluster Applicability Analysis (S12), Supplementary Robustness Analysis for Generalizability S13).</p> <p>(ZIP)</p>2025-11-25T18:24:15ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pone.0336993.s001https://figshare.com/articles/dataset/Supporting_Information_/30713304CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/307133042025-11-25T18:24:15Z |
| spellingShingle | Supporting Information. Kewei Wang (556371) Science Policy Space Science Biological Sciences not elsewhere classified utilizes hierarchical optimization transcend conventional optimization sustainable local systems strategic network reconfiguration operational vehicle routing offering significant policy generate excessive costs cold chain logistics systematic transformation framework systematic transformation framework reveals systematically resolved study develops structural dependencies service objectives regional distribution regional dependencies quality deterioration product freshness practical implications practical conditions level improvements level improvement inefficient networks enabling emergent empirically validates concurrent outcomes carbon emissions apparent trade 001 ), |
| status_str | publishedVersion |
| title | Supporting Information. |
| title_full | Supporting Information. |
| title_fullStr | Supporting Information. |
| title_full_unstemmed | Supporting Information. |
| title_short | Supporting Information. |
| title_sort | Supporting Information. |
| topic | Science Policy Space Science Biological Sciences not elsewhere classified utilizes hierarchical optimization transcend conventional optimization sustainable local systems strategic network reconfiguration operational vehicle routing offering significant policy generate excessive costs cold chain logistics systematic transformation framework systematic transformation framework reveals systematically resolved study develops structural dependencies service objectives regional distribution regional dependencies quality deterioration product freshness practical implications practical conditions level improvements level improvement inefficient networks enabling emergent empirically validates concurrent outcomes carbon emissions apparent trade 001 ), |