Quantum Machine Learning Models Based on Amplitude Encoding for Delay Forecasting: A Comparative Analysis of QSVR and QNN Models
This paper presents a comparative analysis of two quantum machine learning models based on amplitude encoding Quantum Support Vector Regression (QSVR) and Quantum Neural Network (QNN) applied to the problem of delay (demand/replenishment lag) prediction in inventory management systems. The study uses a dataset comprisi...