Andrei D. Rybakov

HYBRID MODELS FOR DEMAND FORECASTING IN INVENTORY MANAGEMENT: DESIGN, EXPERIMENTAL EVALUATION, AND INTEGRATION WITH ERP/WMS

Under conditions of high demand volatility, traditional inventory management methods demonstrate insufficient accuracy due to nonlinear dynamics and complex external factors. The aim of this study is to develop, test, and empirically validate a hybrid demand forecasting system that integrates applied informatics tools...