{ "_id": "6ac8c68bde46216d5edd6f71", "Package": "caRamel", "Type": "Package", "Title": "Automatic Calibration by Evolutionary Multi Objective Algorithm", "Version": "1.5", "Date": "2026-05-07", "Authors@R": "c(\nperson(\"Nicolas\", \"Le Moine\", role = c(\"aut\")),\nperson(\"Celine\", \"Monteil\", role = c(\"aut\")),\nperson(\"Frederic\", \"Hendrickx\", role = c(\"ctb\")),\nperson(\"Fabrice\", \"Zaoui\", role = c(\"aut\", \"cre\"), email = \"fabrice.zaoui@edf.fr\"),\nperson(\"Alban\", \"de Lavenne\", role = c(\"ctb\"))\n)", "Author": "Nicolas Le Moine [aut], Celine Monteil [aut], Frederic\nHendrickx [ctb], Fabrice Zaoui [aut, cre], Alban de Lavenne\n[ctb]", "Maintainer": "Fabrice Zaoui ", "Description": "The caRamel optimizer has been developed to meet the\nrequirement for an automatic calibration procedure that\ndelivers a family of parameter sets that are optimal with\nregard to a multi-objective target (Monteil et al.\n).", "License": "GPL-3 | file LICENSE", "URL": "https://github.com/fzao/caRamel", "BugReports": "https://github.com/fzao/caRamel/issues", "Encoding": "UTF-8", "NeedsCompilation": "yes", "VignetteBuilder": "knitr", "Config/roxygen2/version": "8.0.0", "Repository": "https://fzao.r-universe.dev", "Date/Publication": "2026-05-12 08:41:55 UTC", "RemoteUrl": "https://github.com/fzao/caramel", "RemoteRef": "HEAD", "RemoteSha": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "Packaged": { "Date": "2026-10-09 10:03:27 UTC", "User": "root" }, "_user": "fzao", "_type": "src", "_file": "caRamel_1.5.tar.gz", "_fileid": "https://r2.ropensci.org/9b165cc057a96f6f068c4859ebe8c0543992e986085bb44cca7532cd8480ee2a", "_filesize": 1048495, "_sha256": "9b165cc057a96f6f068c4859ebe8c0543992e986085bb44cca7532cd8480ee2a", "_expires": "2027-01-17T10:48:40.000Z", "_created": "2026-10-09T10:03:27.000Z", "_published": "2026-10-09T10:48:42.924Z", "_buildurl": "https://github.com/r-universe/fzao/actions/runs/37914899109", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 113769761271, "time": 132, "config": "linux-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "11608857982" }, { "job": 113769761087, "time": 117, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11609157415" }, { "job": 113769761203, "time": 113, "config": "linux-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11608818030" }, { "job": 113769761267, "time": 111, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11609906970" }, { "job": 113769761258, "time": 132, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "11611229676" }, { "job": 113769761225, "time": 270, "config": "macos-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11610702032" }, { "job": 113769761085, "time": 83, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "11611078788" }, { "job": 113769761296, "time": 335, "config": "macos-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11610936947" }, { "job": 113768737906, "time": 173, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11609452207" }, { "job": 113769760999, "time": 92, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11609517407" }, { "job": 113769761256, "time": 338, "config": "windows-devel-arm64", "r": "4.7.0", "check": "OK", "artifact": "11608963362" }, { "job": 113769761245, "time": 129, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11608923058" }, { "job": 113769761209, "time": 87, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "11609906900" }, { "job": 113769761335, "time": 370, "config": "windows-release-arm64", "r": "4.6.1", "check": "WARNING", "artifact": "11609587922" }, { "job": 113769761254, "time": 103, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11609812307" } ], "_upstream": "https://github.com/fzao/caramel", "_commit": { "id": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "author": "Fabrice Zaoui ", "committer": "Fabrice Zaoui ", "message": "LHS initialisation\n", "time": 1778575315 }, "_maintainer": { "name": "Fabrice Zaoui", "email": "fabrice.zaoui@edf.fr", "login": "fzao", "description": "", "uuid": 34136247 }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "geometry", "role": "Depends" }, { "package": "parallel", "role": "Depends" }, { "package": "markdown", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "testthat", "role": "Suggests" } ], "_owner": "fzao", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-20", "n": 3 } ], "_tags": [ { "name": "v1.5", "date": "2026-05-12" } ], "_stars": 12, "_contributors": [ { "user": "fzao", "count": 62, "uuid": 34136247 }, { "user": "celmonteil", "count": 13, "uuid": 36850573 }, { "user": "albandelavenne", "count": 2, "uuid": 66819628 } ], "_userbio": { "uuid": 34136247, "type": "user", "name": "Fabrice", "followers": 13 }, "_downloads": { "count": 633, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/caRamel" }, "_devurl": "https://github.com/fzao/caramel", "_searchresults": 49, "_topics": [ "fortran" ], "_rbuild": "4.6.1", "_assets": [ "extra/caRamel.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "LICENSE" ], "_homeurl": "https://github.com/fzao/caramel", "_realowner": "fzao", "_cranurl": true, "_releases": [ { "version": "1.0", "date": "2018-03-05" }, { "version": "1.1", "date": "2019-05-28" }, { "version": "1.2", "date": "2020-09-17" }, { "version": "1.3", "date": "2022-02-25" }, { "version": "1.4", "date": "2024-07-29" }, { "version": "1.5", "date": "2026-05-12" } ], "_exports": [ "boxes", "caRamel", "Cextrap", "Cinterp", "Crecombination", "Cusecovar", "decrease_pop", "Dimprove", "dominate", "dominated", "downsize", "matvcov", "newXval", "pareto", "plot_caramel", "plot_pareto", "plot_population", "rselect", "val2rank", "vol_splx" ], "_help": [ { "page": "caRamel-package", "title": "caRamel optimizer", "topics": [ "caRamel-package" ] }, { "page": "boxes", "title": "Box numbering for each points individual of the population", "topics": [ "boxes" ] }, { "page": "caRamel", "title": "MAIN FUNCTION: multi-objective optimizer", "topics": [ "caRamel" ] }, { "page": "Cextrap", "title": "Extrapolation along orthogonal directions to the Pareto front in the space of the objectives", "topics": [ "Cextrap" ] }, { "page": "Cinterp", "title": "Interpolation in simplexes of the objective space", "topics": [ "Cinterp" ] }, { "page": "Crecombination", "title": "Recombination of the sets of parameters", "topics": [ "Crecombination" ] }, { "page": "Cusecovar", "title": "New parameter vectors generation respecting a covariance structure", "topics": [ "Cusecovar" ] }, { "page": "decrease_pop", "title": "Decreasing of the population of parameters sets", "topics": [ "decrease_pop" ] }, { "page": "Dimprove", "title": "Determination of directions for improvement", "topics": [ "Dimprove" ] }, { "page": "dominate", "title": "Successive Pareto fronts of a population", "topics": [ "dominate" ] }, { "page": "dominated", "title": "Rows domination of a matrix by a vector", "topics": [ "dominated" ] }, { "page": "downsize", "title": "Downsizing of a population to only one individual per box up to a given accuracy", "topics": [ "downsize" ] }, { "page": "matvcov", "title": "Calculation of the variances-covariances matrix on the reference population", "topics": [ "matvcov" ] }, { "page": "newXval", "title": "Generation of a new population of parameter sets following the five rules of caRamel", "topics": [ "newXval" ] }, { "page": "pareto", "title": "Indicates which rows are Pareto", "topics": [ "pareto" ] }, { "page": "plot_caramel", "title": "Plotting of caRamel results", "topics": [ "plot_caramel" ] }, { "page": "plot_pareto", "title": "Plotting of a population of objectives and Pareto front", "topics": [ "plot_pareto" ] }, { "page": "plot_population", "title": "Plotting of a population of objectives", "topics": [ "plot_population" ] }, { "page": "rselect", "title": "Selection of n points", "topics": [ "rselect" ] }, { "page": "val2rank", "title": "Converting the values of a vector into their rank", "topics": [ "val2rank" ] }, { "page": "vol_splx", "title": "Volume of a simplex", "topics": [ "vol_splx" ] } ], "_readme": "https://github.com/fzao/caramel/raw/HEAD/README.md", "_rundeps": [ "abind", "geometry", "linprog", "lpSolve", "magic", "Rcpp", "RcppProgress" ], "_sysdeps": [ { "shlib": "libgfortran", "package": "libgfortran5", "source": "gcc", "version": "16-20260322-1ubuntu1", "name": "fortran", "homepage": "http://gcc.gnu.org/", "description": "Runtime library for GNU Fortran applications" } ], "_vignettes": [ { "source": "Constraints.Rmd", "filename": "Constraints.html", "title": "Dealing with constraints", "author": "Fabrice Zaoui", "engine": "knitr::rmarkdown", "headings": [ "Short Description", "Test functions", "Constr-Ex problem" ], "created": "2020-09-16 15:49:59", "modified": "2020-09-16 16:29:05", "commits": 2 }, { "source": "PythonFunction.Rmd", "filename": "PythonFunction.html", "title": "Using a Python function with caRamel", "author": "Fabrice Zaoui", "engine": "knitr::rmarkdown", "headings": [ "Short Description" ], "created": "2020-09-29 13:47:24", "modified": "2020-10-01 14:43:36", "commits": 3 }, { "source": "MultiPareto.Rmd", "filename": "MultiPareto.html", "title": "Compute several Pareto fronts for a better global result", "author": "Fabrice Zaoui", "engine": "knitr::rmarkdown", "headings": [ "Short Description", "Multi-caRamel optimization", "Results" ], "created": "2021-03-10 10:09:41", "modified": "2021-03-10 10:09:41", "commits": 1 }, { "source": "Carallel.Rmd", "filename": "Carallel.html", "title": "Three ways to call the user functions", "author": "Fabrice Zaoui", "engine": "knitr::rmarkdown", "headings": [ "Short Description", "Sequential or parallel mode", "User-defined mode" ], "created": "2020-10-01 14:43:36", "modified": "2020-10-01 14:54:12", "commits": 2 }, { "source": "MPI.Rmd", "filename": "MPI.html", "title": "Multi-caRamel optimization with MPI", "author": "Fabrice Zaoui", "engine": "knitr::rmarkdown", "headings": [ "Short Description", "Combining distributed and shared memory parallelism" ], "created": "2021-03-02 11:59:55", "modified": "2021-03-10 11:18:43", "commits": 2 }, { "source": "Sensitivity.Rmd", "filename": "Sensitivity.html", "title": "Sensitivity of the Pareto front", "author": "Fabrice Zaoui", "engine": "knitr::rmarkdown", "headings": [ "Short Description", "Test function", "Schaffer", "Optimization", "Sensitivity" ], "created": "2020-09-16 16:29:05", "modified": "2020-09-16 16:42:09", "commits": 2 }, { "source": "Benchmark.Rmd", "filename": "Benchmark.html", "title": "Using caRamel on two benchmark tests", "author": "Fabrice Zaoui", "engine": "knitr::rmarkdown", "headings": [ "Short Description", "Test functions", "Schaffer", "Kursawe", "References" ], "created": "2020-09-16 15:49:59", "modified": "2020-10-01 14:43:36", "commits": 4 } ], "_score": 6.614475366090396, "_indexed": true, "_nocasepkg": "caramel", "_universes": [ "fzao" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.5", "date": "2026-10-09T10:05:45.000Z", "distro": "resolute", "arch": "aarch64", "commit": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "fileid": "https://r2.ropensci.org/eaf10198266ccbcba28c1dcf78e44ca45774c9ff4ef31314d4d28e09d9938f61", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fzao/actions/runs/37914899109" }, { "r": "4.7.0", "os": "linux", "version": "1.5", "date": "2026-10-09T10:05:23.000Z", "distro": "resolute", "arch": "x86_64", "commit": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "fileid": "https://r2.ropensci.org/cd43f352047d98cc3cbc6787dfbae8440eed00f8f600fabc246ceb25da281dc2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fzao/actions/runs/37914899109" }, { "r": "4.6.1", "os": "linux", "version": "1.5", "date": "2026-10-09T10:05:27.000Z", "distro": "resolute", "arch": "aarch64", "commit": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "fileid": "https://r2.ropensci.org/45939a09447ecbd8ae4d4a6bf3bd49b5ff54847216b522adccad6f4b03143db5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fzao/actions/runs/37914899109" }, { "r": "4.6.1", "os": "linux", "version": "1.5", "date": "2026-10-09T10:05:20.000Z", "distro": "resolute", "arch": "x86_64", "commit": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "fileid": "https://r2.ropensci.org/cedda8101f8ee0740a793376a63dde2ff9cc0c0f7e69cccda1018bdc3020080e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fzao/actions/runs/37914899109" }, { "r": "4.5.3", "os": "mac", "version": "1.5", "date": "2026-10-09T10:47:40.000Z", "arch": "aarch64", "commit": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "fileid": "https://r2.ropensci.org/0f317b3f29f001b5eb9f3cd49a2bb15bb85b8643bc53ddaee41c4463f29ce33a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fzao/actions/runs/37914899109" }, { "r": "4.5.3", "os": "mac", "version": "1.5", "date": "2026-10-09T10:30:26.000Z", "arch": "x86_64", "commit": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "fileid": "https://r2.ropensci.org/3698b4d73e65ff6f0cc8ab632685f78841ebddfdec6590040f68e7e104db2a61", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fzao/actions/runs/37914899109" }, { "r": "4.6.1", "os": "mac", "version": "1.5", "date": "2026-10-09T10:42:30.000Z", "arch": "aarch64", "commit": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "fileid": "https://r2.ropensci.org/c0db544a591715dce19b4b0749cd9216b0c442030430a568fe42e158866727ae", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fzao/actions/runs/37914899109" }, { "r": "4.6.1", "os": "mac", "version": "1.5", "date": "2026-10-09T10:30:56.000Z", "arch": "x86_64", "commit": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "fileid": "https://r2.ropensci.org/bbeeec01b73ddc3873f5191043019d68a9877e1614c253d0e30a4eb3b02edcb4", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fzao/actions/runs/37914899109" }, { "r": "4.6.0", "os": "wasm", "version": "1.5", "date": "2026-10-09T10:05:16.000Z", "arch": "emscripten", "commit": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "fileid": "https://r2.ropensci.org/9e97936254b79c75640876db71fa77de29495e286e510d687eff7b1dd388f83e", "status": "success", "buildurl": "https://github.com/r-universe/fzao/actions/runs/37914899109" }, { "r": "4.7.0", "os": "win", "version": "1.5", "date": "2026-10-09T10:08:17.000Z", "arch": "aarch64", "commit": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "fileid": "https://r2.ropensci.org/4f9243dc55744f88c2490cf3901bffdc92a660c56885d5e416c9fe4bb82a0e4e", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fzao/actions/runs/37914899109" }, { "r": "4.7.0", "os": "win", "version": "1.5", "date": "2026-10-09T10:04:45.000Z", "arch": "x86_64", "commit": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "fileid": "https://r2.ropensci.org/0e773f39ede4673fa95b31633fd91f6ae73b762d7acf742581bd1538d3d58794", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fzao/actions/runs/37914899109" }, { "r": "4.5.3", "os": "win", "version": "1.5", "date": "2026-10-09T10:04:39.000Z", "arch": "x86_64", "commit": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "fileid": "https://r2.ropensci.org/233d3c132e5bf6b7b51bc2baf9020732d347bd682fcfef56bdcfcc0dcc297226", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fzao/actions/runs/37914899109" }, { "r": "4.6.1", "os": "win", "version": "1.5", "date": "2026-10-09T10:09:07.000Z", "arch": "aarch64", "commit": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "fileid": "https://r2.ropensci.org/faae7a1bd93d91086447d2b8722b96f8f3dce63bb013065ebce45f5a3b42e007", "status": "success", "check": "WARNING", "buildurl": "https://github.com/r-universe/fzao/actions/runs/37914899109" }, { "r": "4.6.1", "os": "win", "version": "1.5", "date": "2026-10-09T10:04:47.000Z", "arch": "x86_64", "commit": "d595ec2a2424a8b239e40dfe0ad2c990361ad464", "fileid": "https://r2.ropensci.org/6f6203c5e07e448ea9b6a1a01a21605e61b8f1896639822f86cdfe623337bde9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/fzao/actions/runs/37914899109" } ] }