hySAINT
Hybrid Genetic and Simulated Annealing Algorithm for High Dimensional Linear Models with Interaction Effects
v1.2.1
·
Apr 4, 2024
·
GPL-2
Description
We provide a stage-wise selection method using genetic algorithms, designed to efficiently identify main and two-way interactions within high-dimensional linear regression models. Additionally, it implements simulated annealing algorithm during the mutation process. The relevant paper can be found at: Ye, C.,and Yang,Y. (2019) <doi:10.1109/TIT.2019.2913417>.
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OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
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1.2.1
Mar 9, 2026