Implementing support vector regression with differential evolution to forecast motherboard shipments

作者：

Highlights：

• We propose an support vector regression model with a differential evolution (DE) algorithm.

• The model can improve forecasting accuracy of motherboard shipments.

• The model outperformed the other models on both model fit and forecasting accuracy.

摘要

•We propose an support vector regression model with a differential evolution (DE) algorithm.•The model can improve forecasting accuracy of motherboard shipments.•The model outperformed the other models on both model fit and forecasting accuracy.

论文关键词：Generalized Bass diffusion model,Particle swarm optimization,Support vector regression,Differential evolution

论文评审过程：Available online 23 December 2013.

论文官网地址：https://doi.org/10.1016/j.eswa.2013.12.022