畜牧兽医学报2024，Vol.55Issue(5)：1827-1841,15.DOI:10.11843/j.issn.0366-6964.2024.05.002
动物遗传评估软件研究进展
Advances in Animal Genetic Evaluation Software
摘要
Abstract
The application of genetic evaluation software in the animal field has greatly improved the efficiency of breeding work.With the continuous improvement of genome sequencing technology and the rising of artificial intelligence technology,animal genetic evaluation software also experienced rapid development.This paper firstly introduced the application of conventional breeding and genomic breeding in the field of animal breeding,then focused on reviewing the characteristics and development history of genome-wide genetic evaluation software of GBLUP method,Bayesian method,machine learning and deep learning method,and finally discussed the future development trend of computer software in animal genetic evaluation and breeding,which is intended to provide relevant genetic evaluation software references for researchers in the field of animal breeding.关键词
动物遗传评估软件/研究进展/常规育种/全基因组育种/贝叶斯方法/GBLUP/机器学习Key words
animal genetic evaluation software/research progress/conventional methods/genomic breeding/Bayesian method/GBLUP/machine learning分类
农业科技引用本文复制引用
张元旭,朱波,郭鹏,李竟,王泽昭,陈燕,徐凌洋,张路培,高雪,高会江,李俊雅..动物遗传评估软件研究进展[J].畜牧兽医学报,2024,55(5):1827-1841,15.基金项目
国家自然科学基金(32272843) （32272843）
