中国猪业2024，Vol.19Issue(3)：5-14,10.DOI:10.16174/j.issn.1673-4645.2024.03.001
机器学习在猪遗传育种中的应用与展望
The Application and Prospect of Machine Learning in Pig Genetics and Breeding
摘要
Abstract
With the rapid accumulation of massive breeding data,machine learning as an important branch of artificial intelligence,it would play an increasingly critical role in pig and animal breeding.How to use machine learning to achieve efficient,precise,and intelli-gent breeding was a hot and challenging issue that breeders urgently needed to address.This paper provided an overview of machine learning from the aspects of common algorithms and classification,and further reviewed the application of machine learning in the core aspects of animal breeding such as individual recognition,phenotype determination and breeding value estimation.Meanwhile,some problems in intelligent breeding were pointed out and relevant suggestions were put forward.To provide reference for the research and application of machine learning in pig and even animal breeding under the background of big data.关键词
猪/机器学习/育种/表型测定/遗传评估Key words
pig/machine learning/breeding/phenotypic testing/breeding value estimation分类
农业科技引用本文复制引用
胡伟,唐中林..机器学习在猪遗传育种中的应用与展望[J].中国猪业,2024,19(3):5-14,10.基金项目
广东省重点领域研发计划项目(2023B0202140001) （2023B0202140001）
中国农业科学院创新工程重大攻关任务(CAAS-ZDRW202406) （CAAS-ZDRW202406）
