A Multistep Interval Prediction Method Combining Environmental Variables and Attention Mechanism for Egg Production Rate

A Multistep Interval Prediction Method Combining Environmental Variables and Attention Mechanism for Egg Production Rate

The egg production rate is a crucial metric in animal breeding, subject to biological and environmental influences and exhibits characteristics of small sample sizes and non-linearity. Currently, egg production rate prediction research predominantly focuses on single-step point prediction, lacking m...

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Bibliographic Details
Main Authors: Hang Yin, Zeyu Wu, Jun-Chao Wu, Yalin Chen, Mingxuan Chen, Shixuan Luo, Lijun Gao, Shahbaz Gul Hassan
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Agriculture
Subjects:
egg production rate
multistep point prediction
interval prediction
environmental variables selection
GWO-VMD decomposition
Seq2seq-Attention
Online Access:https://www.mdpi.com/2077-0472/13/6/1255

Internet

https://www.mdpi.com/2077-0472/13/6/1255

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