Jing-Jing Zheng

Supply chain multidimensional demand forecasting and inventory optimization model combining LSTM and convolutional neural network

To solve the problem that traditional forecasting models are difficult to effectively capture multi-dimensional spatiotemporal features and long-term dependencies, which leads to high inventory costs, this paper aims to develop an intelligent hybrid model (BO-CNN-LSTM) that fuses Bayesian optimization (BO), convolution...