Four-Tier Comparative Analysis and Contribution Attribution.

Four-Tier Comparative Analysis and Contribution Attribution.

<p>(A) Multi-dimensional performance across four optimization strategies (A: Current System, B: Standard Bi-level, C: Advanced Algorithms, D: Our Method). Bars represent mean values (n = 30) with error bars indicating standard deviation. (B) Contribution attribution of the total impact. Based...

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Bibliographic Details
Main Author: Kewei Wang (556371) (author)
Other Authors: Kekun Fan (22683234) (author), Yuhong Chen (120972) (author)
Published: 2025
Subjects:
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 ),
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