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Uses a compact\nchromosome representation for tasks including spline knot\nplacement and best-subset variable selection, with\nconstraint-preserving crossover and mutation, exact uniform\ninitialization under spacing constraints, steady-state\nreplacement, and optional island-model parallelization from Lu,\nLund, and Lee (2010, ). The computation\nis built on the 'GA' engine of Scrucca (2017,\n) and 'changepointGA' engine from Li\nand Lu (2024, ). In challenging\nhigh-dimensional settings, 'GAReg' enables efficient search and\ndelivers near-optimal solutions when alternative algorithms are\nnot well-justified.", "License": "Apache License (== 2.0)", "RoxygenNote": "7.3.3", "URL": "https://github.com/mli171/GAReg", "BugReports": "https://github.com/mli171/GAReg/issues", "Encoding": "UTF-8", "VignetteBuilder": "knitr", "LazyData": "true", "Repository": "https://mli171.r-universe.dev", "Date/Publication": "2026-04-27 04:49:13 UTC", "RemoteUrl": "https://github.com/mli171/gareg", "RemoteRef": "HEAD", "RemoteSha": "4c91d47b78ed3b660581652d6e8203039d897101", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-18 07:07:47 UTC", "User": "root" }, "Author": "Mo Li [aut, cre],\nQiQi Lu [aut],\nRobert Lund [aut],\nXueheng Shi [aut]", "Maintainer": "Mo Li ", "MD5sum": "b74cd802a5d2472414fda284dc7d47c3", "_user": "mli171", "_type": "src", "_file": "GAReg_0.1.2.tar.gz", "_fileid": 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