Intelligent service capacity allocation for cross-border-E-commerce related third-party-forwarding logistics operations: A deep learning approach
Transportation Research Part E: Logistics and Transportation Review(2020)
Abstract
•Optimize capacity allocation for cross-border e-commerce related 3PFL operations.•Propose a deep learning model for one-step intelligent optimal decision making.•Quantify demand uncertainty in real-time for end-to-end logistics service demand management.•Construct a real case study and illustrate the effectiveness of the proposed approach.
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Key words
Cross-border e-commerce,Multi-product newsvendor,Logistics service capacity (LSC) allocation,Third-party forwarding logistics (3PFL),Deep learning
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