@article{optimizingmultitiersupplychainorderingwi, title = {Optimizing Multi-Tier Supply Chain Ordering with LNN+XGBoost: Mitigating the Bullwhip Effect}, author = {Chunan Tong}, year = {2025}, eprint = {2507.21383}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.21383}, }