Optimized neural network combined model based on the induced ordered weighted averaging operator for vegetable price forecasting

作者:

Highlights:

• The parameter optimization of neural networks by the fruit fly algorithm.

• Solving a problem of fixed weights by induced ordered weighted averaging operator.

• Our model exhibiting a stronger predictive for the prediction of vegetable price series.

• The vegetable price with a clear growth approaching the end of 2020.

摘要

•The parameter optimization of neural networks by the fruit fly algorithm.•Solving a problem of fixed weights by induced ordered weighted averaging operator.•Our model exhibiting a stronger predictive for the prediction of vegetable price series.•The vegetable price with a clear growth approaching the end of 2020.

论文关键词:Induced ordered weighted averaging operator,Neural network,Fruit fly algorithm,Combination forecasting,Vegetable price

论文评审过程:Received 21 September 2020, Revised 31 October 2020, Accepted 2 November 2020, Available online 17 November 2020, Version of Record 24 January 2021.

论文官网地址:https://doi.org/10.1016/j.eswa.2020.114232