Supporting Information.

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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Príomhchruthaitheoir:	Kewei Wang (556371) (author)
Rannpháirtithe:	Kekun Fan (22683234) (author), Yuhong Chen (120972) (author)
Foilsithe / Cruthaithe:	2025
Ábhair:	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 ),
Clibeanna:	Cuir clib leis Níl clibeanna ann, Bí ar an gcéad duine le clib a chur leis an taifead seo!

Míreanna comhchosúla

Transformation Performance Across Urban Agglomerations.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Stochastic vs Deterministic Performance Analysis.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Multi-objective Transformation Synergy Discovery Results.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Strategic Transformation Capability Validation Results.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Comprehensive Transformation Robustness Analysis Results.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Strategic Infrastructure Configuration.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Systematic Contribution Attribution.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Four-Tier Comparative Analysis Results.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Clustering Algorithm Performance Comparison (Validation of Store Classification).
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Transformation Performance Metrics and Symbols.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Summary of Key Calibrated Model Parameters.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Model Notation: Sets, Variables, and Parameters.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Comparison with Existing Theoretical Frameworks.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Boundary Analysis: Performance Expectations and Risk Assessment Across Implementation Tiers.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Performance Comparison Under Stochastic Conditions.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Multi-objective Synergy Discovery and Trade-off Resolution Capability.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Strategic Transformation Capability Convergence Analysis.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Scalability and robustness analysis of the IGA-NSGA-II framework.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Transformation Effectiveness Stability Boundary Analysis.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Transformation Robustness Parameter Impact Analysis.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Four-Tier Comparative Analysis and Contribution Attribution.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Geographic Demand Distribution and Store Classification.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Store Count and Categorization.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Framework diagram of Hierarchical Coordination Architecture.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Carbon Emissions-Freshness Transformation Synergy Framework.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Algorithmic Component Ablation Analysis.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Impact of Key Assumptions on Model Performance.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Transformation Framework: Bi-level Optimization for Sustainable Local Excellence.
de réir: Kewei Wang (556371)
Foilsithe / Cruthaithe: (2025)

Pooled prevalence of sickle cell anemia (HBSS) by Sex and Age in Africa.
de réir: Bwambale Jonani (21156747)
Foilsithe / Cruthaithe: (2025)

Characteristics of included studies.
de réir: Bwambale Jonani (21156747)
Foilsithe / Cruthaithe: (2025)

Funnel plot.
de réir: Bwambale Jonani (21156747)
Foilsithe / Cruthaithe: (2025)

Temporal trends in sickle cell anemia prevalence across Africa.
de réir: Bwambale Jonani (21156747)
Foilsithe / Cruthaithe: (2025)

Regional variation in the prevalence of sickle cell anemia (HBSS) across Africa.
de réir: Bwambale Jonani (21156747)
Foilsithe / Cruthaithe: (2025)

Forest plot showing the pooled prevalence of sickle cell anemia (HBSS) in Africa.
de réir: Bwambale Jonani (21156747)
Foilsithe / Cruthaithe: (2025)

Number of studies included in the meta-analysis by country in Africa.
de réir: Bwambale Jonani (21156747)
Foilsithe / Cruthaithe: (2025)

PRISMA flow diagram demonstrating the study selection process.
de réir: Bwambale Jonani (21156747)
Foilsithe / Cruthaithe: (2025)

Spatiotemporal Dynamics of Global Agricultural Transport Greenhouse Gas Emissions from Trade and the Climate Implications of Localization Strategies
de réir: Zihan Gao (10820297)
Foilsithe / Cruthaithe: (2025)

Higher resolution figure plates of "<b>A new stag beetle of the genus </b><b><i>Neolucanus</i></b><b> Thomson, 1862 (Coleoptera: Lucanidae) from Central Vietnam</b>"
de réir: Shuhei Yamamoto (6421775)
Foilsithe / Cruthaithe: (2025)

Supplementary file 3_Comparison of efficacy of acupuncture-related therapy in the treatment of perimenopausal obesity: a network meta-analysis of randomized controlled trials.docx
de réir: Lu Wang (45927)
Foilsithe / Cruthaithe: (2025)

Supplementary file 4_Comparison of efficacy of acupuncture-related therapy in the treatment of perimenopausal obesity: a network meta-analysis of randomized controlled trials.docx
de réir: Lu Wang (45927)
Foilsithe / Cruthaithe: (2025)

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