{ "_id": "6a10549eacfb0bcc41ca2196", "Package": "bbotk", "Title": "Black-Box Optimization Toolkit", "Version": "1.10.0", "Authors@R": "c(\nperson(\"Marc\", \"Becker\", , \"marcbecker@posteo.de\", role = c(\"cre\", \"aut\"),\ncomment = c(ORCID = \"0000-0002-8115-0400\")),\nperson(\"Jakob\", \"Richter\", , \"jakob1richter@gmail.com\", role = \"aut\",\ncomment = c(ORCID = \"0000-0003-4481-5554\")),\nperson(\"Michel\", \"Lang\", , \"michellang@gmail.com\", role = \"aut\",\ncomment = c(ORCID = \"0000-0001-9754-0393\")),\nperson(\"Bernd\", \"Bischl\", , \"bernd_bischl@gmx.net\", role = \"aut\",\ncomment = c(ORCID = \"0000-0001-6002-6980\")),\nperson(\"Martin\", \"Binder\", , \"martin.binder@mail.com\", role = \"aut\"),\nperson(\"Olaf\", \"Mersmann\", , \"olafm@statistik.tu-dortmund.de\", role = \"ctb\")\n)", "Description": "Features highly configurable search spaces via the\n'paradox' package and optimizes every user-defined objective\nfunction. The package includes several optimization algorithms\ne.g. Random Search, Iterated Racing, Bayesian Optimization (in\n'mlr3mbo') and Hyperband (in 'mlr3hyperband'). bbotk is the\nbase package of 'mlr3tuning', 'mlr3fselect' and 'miesmuschel'.", "License": "LGPL-3", "URL": "https://bbotk.mlr-org.com, https://github.com/mlr-org/bbotk", "BugReports": "https://github.com/mlr-org/bbotk/issues", "Config/testthat/edition": "3", "Config/testthat/parallel": "false", "Encoding": "UTF-8", "Language": "en-US", "NeedsCompilation": "yes", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "Collate": "'Archive.R' 'ArchiveAsync.R' 'ArchiveAsyncFrozen.R'\n'ArchiveBatch.R' 'CallbackAsync.R' 'CallbackBatch.R'\n'Codomain.R' 'ContextAsync.R' 'ContextBatch.R' 'EvalInstance.R'\n'Objective.R' 'ObjectiveRFun.R' 'ObjectiveRFunDt.R'\n'ObjectiveRFunMany.R' 'OptimInstance.R' 'OptimInstanceAsync.R'\n'OptimInstanceAsyncMultiCrit.R'\n'OptimInstanceAsyncSingleCrit.R' 'OptimInstanceBatch.R'\n'OptimInstanceBatchMultiCrit.R'\n'OptimInstanceBatchSingleCrit.R' 'OptimInstanceMultiCrit.R'\n'OptimInstanceSingleCrit.R' 'mlr_optimizers.R' 'Optimizer.R'\n'OptimizerAsync.R' 'OptimizerAsyncDesignPoints.R'\n'OptimizerAsyncGridSearch.R' 'OptimizerAsyncRandomSearch.R'\n'OptimizerBatch.R' 'OptimizerBatchChain.R'\n'OptimizerBatchCmaes.R' 'OptimizerBatchDesignPoints.R'\n'OptimizerBatchFocusSearch.R' 'OptimizerBatchGenSA.R'\n'OptimizerBatchGridSearch.R' 'OptimizerBatchIrace.R'\n'OptimizerBatchLocalSearch.R' 'OptimizerBatchNLoptr.R'\n'OptimizerBatchRandomSearch.R' 'Progressor.R'\n'mlr_terminators.R' 'Terminator.R' 'TerminatorClockTime.R'\n'TerminatorCombo.R' 'TerminatorEvals.R' 'TerminatorNone.R'\n'TerminatorPerfReached.R' 'TerminatorRunTime.R'\n'TerminatorStagnation.R' 'TerminatorStagnationBatch.R'\n'TerminatorStagnationHypervolume.R' 'as_terminator.R'\n'assertions.R' 'bb_optimize.R' 'bbotk_reflections.R'\n'bibentries.R' 'conditions.R' 'helper.R' 'local_search.R'\n'mlr_callbacks.R' 'mlr_test_functions.R' 'nds_selection.R'\n'reexport.R' 'sugar.R' 'worker_loops.R' 'zzz.R'", "Repository": "https://mlr-org.r-universe.dev", "Date/Publication": "2026-04-08 05:57:33 UTC", "RemoteUrl": "https://github.com/mlr-org/bbotk", "RemoteRef": "v1.10.0", "RemoteSha": "3f63f2bc489659f9f028457088e0ab8a7803196c", "Packaged": { "Date": "2026-05-09 08:24:44 UTC", "User": "root" }, "Author": "Marc Becker [cre, aut] (ORCID: ),\nJakob Richter [aut] (ORCID: ),\nMichel Lang [aut] (ORCID: ),\nBernd Bischl [aut] (ORCID: ),\nMartin Binder [aut],\nOlaf Mersmann [ctb]", "Maintainer": "Marc Becker ", "MD5sum": "18ffca28eb6860bb7ce4e63597e0b558", "_user": "mlr-org", "_type": "src", "_file": "bbotk_1.10.0.tar.gz", "_fileid": "e8b3b7b70c3f73d4f71f77427db71932a2c2b1d9a54392c81b8ca8ca20acfbe3", "_filesize": 592793, "_sha256": "e8b3b7b70c3f73d4f71f77427db71932a2c2b1d9a54392c81b8ca8ca20acfbe3", "_created": "2026-05-09T08:24:44.000Z", "_published": 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Terminator", "concept": [ "Terminator" ], "topics": [ "mlr_terminators_none", "TerminatorNone" ] }, { "page": "mlr_terminators_perf_reached", "title": "Performance Level Terminator", "concept": [ "Terminator" ], "topics": [ "mlr_terminators_perf_reached", "TerminatorPerfReached" ] }, { "page": "mlr_terminators_run_time", "title": "Run Time Terminator", "concept": [ "Terminator" ], "topics": [ "mlr_terminators_run_time", "TerminatorRunTime" ] }, { "page": "mlr_terminators_stagnation", "title": "Terminator that stops when optimization does not improve", "concept": [ "Terminator" ], "topics": [ "mlr_terminators_stagnation", "TerminatorStagnation" ] }, { "page": "mlr_terminators_stagnation_batch", "title": "Terminator that stops when optimization does not improve", "concept": [ "Terminator" ], "topics": [ "mlr_terminators_stagnation_batch", "TerminatorStagnationBatch" ] }, { "page": "mlr_terminators_stagnation_hypervolume", "title": "Stagnation Hypervolume Terminator", "concept": [ 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