The Research on the Inventory Prediction in Supply Chain based on BP-GA Chaos Prediction Algorithm

Wencheng Liu
2015 International Journal of u- and e- Service, Science and Technology  
In the modern supply chain management, optimizing supply chain can reduce the cost of the enterprise. In the optimization of supply chain, the inventory optimization is a very important part. Through forecasting the inventory amount, we can reduce the cost of the inventory. And we also can optimize the supply chain. Because the supply chain network is complex, we use the chaos theory to study and predict the inventory. In this paper, we put forward a chaotic forecasting method which is based on
more » ... d which is based on the BP neural and genetic algorithm. This new method is BP-GA chaos prediction algorithm. We use the method to predict the inventory amount. The experiment shows that the method has achieved good forecasting effect.
doi:10.14257/ijunesst.2015.8.12.30 fatcat:kmlaatej6fcp5mxz34zs3ufz2m