Genetic Algorithm Assisted Genomic Best Liner Unbiased Prediction R package GAGBLUP version 1.0 Performs genetic algorithm (Scrucca, L (2013) <doi:10.18637/jss.v053.i04>) assisted genomic best liner unbiased prediction for genomic selection. It also provides a binning method in natural population for genomic selection under the principle of linkage disequilibrium for dimensional reduction. Software Depends: R (>= 4.1.0) Imports: GA, foreach, doParallel Yuxiang Zhang <yuxiangzhang_99@foxmail.com> Comprehensive R Archive Network (CRAN) Yuxiang Zhang [aut, cre], Yang Xu [aut], Yanru Cui [ctb], Chenwu Xu [ctb], Shizhong Xu [ctb] GPL-3 2023-09-05 application/tgz https://CRAN.R-project.org/package=GAGBLUP doi:10.32614/CRAN.package.GAGBLUP