Supply Chain Demand Forecasting Based on WOA-ELM
Lijie Zhao · Atlantis Highlights in Intelligent Systems/Atlantis highlights in intelligent systems · 2022
In the whole supply chain management process, accurate control of supply chain demand is an important part.In order to study supply chain demand with predictability and credibility, an extreme learning machine model based on whale optimization algorithm is proposed.By analyzing the demand of a company for 14 months, the data relationship is constructed from seven influencing factors including cost, seasonal coefficient, sales intensity, market characteristics, number of shoppers, product structure and credit index.After the training of WOA-ELM model data, the average error result is 5.71%, which has a good error effect.It can provide a new idea for supply chain demand forecasting.