{ "_id": "6ae48f4e327abcdf8686884e", "Package": "minimaxALT", "Type": "Package", "Title": "Generate Optimal Designs of Accelerated Life Test using\nPSO-Based Algorithm", "Version": "1.0.4", "Encoding": "UTF-8", "License": "GPL (>= 3)", "Authors@R": "c(\nperson(\"Hoai-Linh\", \"Hoang\", email = \"hoailinh.hoang17@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"I-Chen\", \"Lee\", role = \"aut\"),\nperson(\"Ping-Yang\", \"Chen\", role = \"aut\"),\nperson(\"Ray-Bing\", \"Chen\", role = \"aut\"),\nperson(\"Weng Kee\", \"Wong\", role = \"aut\"))", "Description": "A computationally efficient solution for generating\noptimal experimental designs in Accelerated Life Testing (ALT).\nLeveraging a Particle Swarm Optimization (PSO)-based hybrid\nalgorithm, the package identifies optimal test plans that\nminimize estimation variance under specified failure models and\nstress profiles. For more detailed, see Lee et al. (2025),\nOptimal Robust Strategies for Accelerated Life Tests and\nFatigue Testing of Polymer Composite Materials\n.", "SystemRequirements": "GNU Scientific Library (GSL), OpenMP", "RoxygenNote": "7.3.2", "URL": "https://github.com/hoanglinh171/minimaxALT", "BugReports": "https://github.com/hoanglinh171/minimaxALT/issues", "Config/testthat/edition": "3", "NeedsCompilation": "yes", "Packaged": { "Date": "2026-10-30 12:26:30 UTC", "User": "root" }, "Author": "Hoai-Linh Hoang [aut, cre], I-Chen Lee [aut], Ping-Yang Chen\n[aut], Ray-Bing Chen [aut], Weng Kee Wong [aut]", "Maintainer": "Hoai-Linh Hoang ", "VignetteBuilder": "knitr", "Config/pak/sysreqs": "libgsl0-dev", "Repository": "https://hoanglinh171.r-universe.dev", "Date/Publication": "2026-08-31 14:58:25 UTC", "RemoteUrl": "https://github.com/hoanglinh171/minimaxalt", "RemoteRef": "HEAD", "RemoteSha": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "_user": "hoanglinh171", "_type": "src", "_file": "minimaxALT_1.0.4.tar.gz", "_fileid": "https://r2.ropensci.org/67b12d11f2f98ad6874c5fb8dcec5d6c49359592b4a7cabd25e4559a5c5f6a50", "_filesize": 245950, "_sha256": "67b12d11f2f98ad6874c5fb8dcec5d6c49359592b4a7cabd25e4559a5c5f6a50", "_expires": "2027-02-07T12:36:28.000Z", "_created": "2026-10-30T12:26:30.000Z", "_published": "2026-10-30T12:36:30.552Z", "_upstream": "https://github.com/hoanglinh171/minimaxalt", "_status": "success", "_maintainer": { "name": "Hoai-Linh Hoang", "email": "hoailinh.hoang17@gmail.com", "login": "hoanglinh171", "twitter": "@lu_171", "description": "newbie", "uuid": 67816362 }, "_jobs": [ { "job": 124061890719, "time": 183, "config": "linux-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "12976483241" }, { "job": 124061890795, "time": 177, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "12976916536" }, { "job": 124061890699, "time": 176, "config": "linux-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "12976134174" }, { "job": 124061890639, "time": 208, "config": "linux-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "12976478271" }, { "job": 124061890726, "time": 326, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "NOTE", "artifact": "12976503597" }, { "job": 124061890749, "time": 507, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "12977875052" }, { "job": 124061890631, "time": 254, "config": "macos-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "12976139171" }, { "job": 124061890566, "time": 292, "config": "macos-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "12977210596" }, { "job": 124059604841, "time": 317, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "12976363301" }, { "job": 124061890579, "time": 146, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "12976204101" }, { "job": 124061890670, "time": 437, "config": "windows-devel-arm64", "r": "4.7.0", "check": "NOTE", "artifact": "12977375534" }, { "job": 124061890605, "time": 279, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "NOTE", "artifact": "12977195231" }, { "job": 124061890649, "time": 234, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "NOTE", "artifact": "12975459858" }, { "job": 124061890653, "time": 450, "config": "windows-release-arm64", "r": "4.6.1", "check": "NOTE", "artifact": "12976732198" }, { "job": 124061890695, "time": 242, "config": "windows-release-x86_64", "r": "4.6.1", "check": "NOTE", "artifact": "12976413671" } ], "_buildurl": "https://github.com/r-universe/hoanglinh171/actions/runs/41054791037", "_commit": { "id": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "author": "hoanglinh171 ", "committer": "hoanglinh171 ", "message": "final check\n", "time": 1788188305 }, "_distro": "resolute", "_host": "GitHub-Actions", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.0.0", "role": "Depends" }, { "package": "Rcpp", "version": ">= 1.0.11", "role": "LinkingTo" }, { "package": "RcppArmadillo", "version": ">= 14.0.0.1", "role": "LinkingTo" }, { "package": "RcppGSL", "version": ">= 0.3.13", "role": "LinkingTo" }, { "package": "Rcpp", "version": ">= 1.0.11", "role": "Imports" }, { "package": "ggplot2", "version": ">= 3.0.0", "role": "Imports" }, { "package": "parallel", "version": ">= 4.0.0", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "hoanglinh171", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-34", "n": 5 }, { "week": "2026-35", "n": 2 }, { "week": "2026-36", "n": 2 } ], "_tags": [], "_stars": 0, "_contributors": [ { "user": "hoanglinh171", "count": 24, "uuid": 67816362 } ], "_userbio": { "uuid": 67816362, "type": "user", "name": "Hoang Linh", "followers": 2, "description": "newbie" }, "_downloads": { "count": 228, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/minimaxALT" }, "_devurl": "https://github.com/hoanglinh171/minimaxalt", "_searchresults": 2, "_topics": [ "openblas", "gsl", "cpp", "openmp" ], "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/minimaxALT.html", "extra/NEWS.html", "extra/NEWS.txt" ], "_homeurl": "https://github.com/hoanglinh171/minimaxalt", "_realowner": "hoanglinh171", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2025-09-01" }, { "version": "1.0.1", "date": "2025-09-15" }, { "version": "1.0.2", "date": "2025-10-10" }, { "version": "1.0.3", "date": "2025-12-23" }, { "version": "1.0.4", "date": "2026-09-08" } ], "_exports": [ "check_optimality", "extract_design", "find_optimal_alt", "initialize_values", "pso_setting", "set_design_info", "update_optimality_check" ], "_help": [ { "page": "check_optimality", "title": "Check Optimality for Optimal Design", "topics": [ "check_optimality" ] }, { "page": "extract_design", "title": "Extract Optimal Design", "topics": [ "extract_design" ] }, { "page": "find_optimal_alt", "title": "Find Optimal ALT Design Using Hybrid Algorithm", "topics": [ "find_optimal_alt" ] }, { "page": "initialize_values", "title": "Initialize Particle Swarm Optimization and Nelder-Mead Algorithm Values", "topics": [ "initialize_values" ] }, { "page": "plot.OptimalALT", "title": "Plot an OptimalALT Object", "topics": [ "plot.OptimalALT" ] }, { "page": "print.DesignInfo", "title": "Print a DesignInfo Object", "topics": [ "print.DesignInfo" ] }, { "page": "print.InitialValue", "title": "Print an InitialValue Object", "topics": [ "print.InitialValue" ] }, { "page": "print.OptimalALT", "title": "Print an OptimalALT Object", "topics": [ "print.OptimalALT" ] }, { "page": "print.OptimalityCheck", "title": "Print an OptimalityCheck Object", "topics": [ "print.OptimalityCheck" ] }, { "page": "print.PSOInfo", "title": "Print a PSOInfo Object", "topics": [ "print.PSOInfo" ] }, { "page": "pso_setting", "title": "Set PSO Optimization Settings", "topics": [ "pso_setting" ] }, { "page": "set_design_info", "title": "Set ALT Design Information", "topics": [ "set_design_info" ] }, { "page": "summary.OptimalALT", "title": "Summarize an OptimalALT Object", "topics": [ "summary.OptimalALT" ] }, { "page": "update_optimality_check", "title": "Update Optimality Check for Optimal Design", "topics": [ "update_optimality_check" ] } ], "_rundeps": [ "cli", "cpp11", "farver", "ggplot2", "glue", "gtable", "isoband", "labeling", "lifecycle", "R6", "RColorBrewer", "Rcpp", "RcppArmadillo", "RcppGSL", "rlang", "S7", "scales", "vctrs", "viridisLite", "withr" ], "_sysdeps": [ { "shlib": "liblapack", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libblas", "package": "libopenblas0-pthread", "source": "openblas", "version": "0.3.32+ds-5", "name": "openblas", "homepage": "https://www.openblas.net/", "description": "Optimized BLAS (linear algebra) library (shared lib, pthread)" }, { "shlib": "libgsl", "package": "libgsl28", "headers": "libgsl-dev", "source": "gsl", "version": "2.8+dfsg-6", "name": "gsl", "homepage": "https://www.gnu.org/software/gsl", "description": "GNU Scientific Library (GSL) -- library package" }, { "shlib": "libstdc++", "package": "libstdc++6", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "c++", "homepage": "http://gcc.gnu.org/", "description": "GNU Standard C++ Library v3" }, { "shlib": "libgomp", "package": "libgomp1", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "openmp", "homepage": "http://gcc.gnu.org/", "description": "GCC OpenMP (GOMP) support library" } ], "_vignettes": [ { "source": "minimax-alt.Rmd", "filename": "minimax-alt.html", "title": "Optimal Design for Accelerated Life Testing", "engine": "knitr::rmarkdown", "headings": [ "Introduction", "1. Specify the ALT design", "2. Set PSO hyperparameters", "3. Specify initial values", "4. Generate the optimal ALT design", "5. Examine the optimization results", "Conclusion", "References" ], "created": "2026-08-30 17:25:26", "modified": "2026-08-30 17:25:26", "commits": 1 } ], "_score": 3.4771212547196626, "_indexed": true, "_nocasepkg": "minimaxalt", "_universes": [ "hoanglinh171" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.0.4", "date": "2026-10-30T12:29:03.000Z", "distro": "resolute", "arch": "aarch64", "commit": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "fileid": "https://r2.ropensci.org/060de038382662403dce9b0254556f40103142a37e1b6ed431190975bc94aa1d", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/hoanglinh171/actions/runs/41054791037" }, { "r": "4.7.0", "os": "linux", "version": "1.0.4", "date": "2026-10-30T12:29:15.000Z", "distro": "resolute", "arch": "x86_64", "commit": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "fileid": "https://r2.ropensci.org/075b38b4396623436d291532021c2491479c1f769b17a6fd470a52c4dcd949e0", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/hoanglinh171/actions/runs/41054791037" }, { "r": "4.6.1", "os": "linux", "version": "1.0.4", "date": "2026-10-30T12:28:59.000Z", "distro": "resolute", "arch": "aarch64", "commit": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "fileid": "https://r2.ropensci.org/180c7409a2571fbf1b5015eae4e4caebb345242d791e8c0b7a56c8b6f167495d", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/hoanglinh171/actions/runs/41054791037" }, { "r": "4.6.1", "os": "linux", "version": "1.0.4", "date": "2026-10-30T12:29:20.000Z", "distro": "resolute", "arch": "x86_64", "commit": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "fileid": "https://r2.ropensci.org/9047fdf7b97703aac9919a4f32fa91693ae2443e23c14a52aa3f1ff09cb4e74e", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/hoanglinh171/actions/runs/41054791037" }, { "r": "4.5.3", "os": "mac", "version": "1.0.4", "date": "2026-10-30T12:30:10.000Z", "arch": "aarch64", "commit": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "fileid": "https://r2.ropensci.org/8ce41550ed6e71a0d1386f982eef7933783de4bf865bdcbd774334c7297fe487", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/hoanglinh171/actions/runs/41054791037" }, { "r": "4.5.3", "os": "mac", "version": "1.0.4", "date": "2026-10-30T12:31:35.000Z", "arch": "x86_64", "commit": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "fileid": "https://r2.ropensci.org/d9b24d853756a800c0d4709ea744db90774c0f9f2de9e666a619d3eaf8cc6c44", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/hoanglinh171/actions/runs/41054791037" }, { "r": "4.6.1", "os": "mac", "version": "1.0.4", "date": "2026-10-30T12:29:41.000Z", "arch": "aarch64", "commit": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "fileid": "https://r2.ropensci.org/d28ee08b4217cd78c5bd7564ec9b446710d64977908ace91eb0863aa02b9ef50", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/hoanglinh171/actions/runs/41054791037" }, { "r": "4.6.1", "os": "mac", "version": "1.0.4", "date": "2026-10-30T12:30:07.000Z", "arch": "x86_64", "commit": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "fileid": "https://r2.ropensci.org/df91fc41369dcd7f2beb4da174fdb996d831b09dbf3f6dfa2b76d31232526b75", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/hoanglinh171/actions/runs/41054791037" }, { "r": "4.6.0", "os": "wasm", "version": "1.0.4", "date": "2026-10-30T12:29:17.000Z", "arch": "emscripten", "commit": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "fileid": "https://r2.ropensci.org/2f62ea424b41fb17dd303f795a122421b533b2511bd56da8beae0ee0c0ac8b68", "status": "success", "buildurl": "https://github.com/r-universe/hoanglinh171/actions/runs/41054791037" }, { "r": "4.7.0", "os": "win", "version": "1.0.4", "date": "2026-10-30T12:32:06.000Z", "arch": "aarch64", "commit": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "fileid": "https://r2.ropensci.org/081df77b5f1bc4becfe2ba018e20fa99cc8ec458005f11702c5c1f1436c21190", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/hoanglinh171/actions/runs/41054791037" }, { "r": "4.7.0", "os": "win", "version": "1.0.4", "date": "2026-10-30T12:28:42.000Z", "arch": "x86_64", "commit": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "fileid": "https://r2.ropensci.org/6a269369009636c842ed185c63e081cc7498db4c82d2a8b90ef7cb1796304312", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/hoanglinh171/actions/runs/41054791037" }, { "r": "4.5.3", "os": "win", "version": "1.0.4", "date": "2026-10-30T12:28:42.000Z", "arch": "x86_64", "commit": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "fileid": "https://r2.ropensci.org/711262072d00762ca29eae03f80d3f9ec949d994f9127849cad812994195eba6", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/hoanglinh171/actions/runs/41054791037" }, { "r": "4.6.1", "os": "win", "version": "1.0.4", "date": "2026-10-30T12:32:35.000Z", "arch": "aarch64", "commit": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "fileid": "https://r2.ropensci.org/6f56a9243d51e5afdad46722140452c5be7cc83ca850b564d1acbe675897b3e1", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/hoanglinh171/actions/runs/41054791037" }, { "r": "4.6.1", "os": "win", "version": "1.0.4", "date": "2026-10-30T12:28:43.000Z", "arch": "x86_64", "commit": "dd9b7b761aacb88f48e35d2dcd4cd803e8c9a87c", "fileid": "https://r2.ropensci.org/149fba2cd99c2d226357319de9a3b6c22f049857c5ac8e4c4369a60acbff3304", "status": "success", "check": "NOTE", "buildurl": "https://github.com/r-universe/hoanglinh171/actions/runs/41054791037" } ] }