Research on Cross-Border e-Commerce Supply Chain Prediction and Optimization Model Based on Convolutional Neural Network Algorithm

• Published in: Journal of advanced computational intelligence and intelligent informatics Vol. 29; no. 1; pp. 215 - 223
• Main Authors: Zhao, Yajie, Gong, Bin, Huang, Bo
• Format: Journal Article
• Language: English
• Published: Tokyo Fuji Technology Press Co. Ltd 20.01.2025
• Subjects: Artificial neural networks; Costs; Electronic commerce; Error reduction; Genetic algorithms; Neural networks; Operating costs; Optimization algorithms; Optimization models; Particle swarm optimization; Prediction models; Seasonal variations; Supply chains

Enhancing the precision of supply chain management and reducing operational costs are crucial for the development of the cross-border e-commerce market. However, existing research often overlooks the demand uncertainty caused by seasonal variations and the challenges of handling returns in logistics...