{
  "_id": "6ac4b6a2f511ae58c09a04ba",
  "Package": "xegaPopulation",
  "Title": "Genetic Population Level Functions",
  "Version": "1.0.0.16",
  "Authors@R": "person(given = \"Andreas\",\nfamily = \"Geyer-Schulz\",\nrole = c(\"aut\", \"cre\"),\nemail = \"Andreas.Geyer-Schulz@kit.edu\",\ncomment = c(ORCID = \"0009-0000-5237-3579\"))",
  "Description": "This collection of gene representation-independent\nfunctions implements the population layer of extended\nevolutionary and genetic algorithms and its support for the\nR-package 'xega' <https://CRAN.R-project.org/package=xega>. The\npopulation layer consists of functions for initializing,\nlogging, observing, evaluating a population of genes, as well\nas of computing the next population. For parallel evaluation of\na population of genes 4 execution models - named Sequential,\nMultiCore, FutureApply, and Cluster - are provided. They are\nimplemented by configuring the lapply() function. The execution\nmodel FutureApply can be externally configured as recommended\nby Bengtsson (2021) <doi:10.32614/RJ-2021-048>. Configurable\nacceptance rules and cooling schedules (see Kirkpatrick, S.,\nGelatt, C. D. J, and Vecchi, M. P. (1983)\n<doi:10.1126/science.220.4598.671>, and Aarts, E., and Korst,\nJ. (1989, ISBN:0-471-92146-7) offer simulated annealing or\ngreedy randomized approximate search procedure elements.\nAdaptive crossover and mutation rates depending on population\nstatistics generalize the approach of Stanhope, S. A. and\nDaida, J. M. (1996, ISBN:0-18-201-031-7). For 'xega''s\narchitecture, see Geyer-Schulz, A. (2025)\n<doi:10.5445/IR/1000187255>.",
  "License": "MIT + file LICENSE",
  "URL": "https://github.com/ageyerschulz/xegaPopulation",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.3",
  "Repository": "https://ageyerschulz.r-universe.dev",
  "Date/Publication": "2026-07-17 08:27:27 UTC",
  "RemoteUrl": "https://github.com/ageyerschulz/xegapopulation",
  "RemoteRef": "HEAD",
  "RemoteSha": "91dfff12572f08bb2f0e81e1a741db5ad7865a06",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-06 08:48:04 UTC",
    "User": "root"
  },
  "Author": "Andreas Geyer-Schulz [aut, cre] (ORCID:\n<https://orcid.org/0009-0000-5237-3579>)",
  "Maintainer": "Andreas Geyer-Schulz <Andreas.Geyer-Schulz@kit.edu>",
  "_user": "ageyerschulz",
  "_type": "src",
  "_file": "xegaPopulation_1.0.0.16.tar.gz",
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  "_sha256": "36ed4d223505b010add3df1dc4adf0546208f95a1ed1541aff7130e84853f2dc",
  "_expires": "2027-01-14T08:51:44.000Z",
  "_created": "2026-10-06T08:48:04.000Z",
  "_published": "2026-10-06T08:51:46.164Z",
  "_jobs": [
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  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/ageyerschulz/actions/runs/37438075756",
  "_status": "success",
  "_upstream": "https://github.com/ageyerschulz/xegapopulation",
  "_commit": {
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    "author": "andreas.geyer-schulz <andreas.geyer-schulz@kit.edu>",
    "committer": "andreas.geyer-schulz <andreas.geyer-schulz@kit.edu>",
    "message": "Version numbering corrected.\n",
    "time": 1784276847
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  "_maintainer": {
    "name": "Andreas Geyer-Schulz",
    "email": "andreas.geyer-schulz@kit.edu",
    "login": "ageyerschulz",
    "description": "",
    "uuid": 139755990,
    "orcid": "0009-0000-5237-3579"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.0.0",
      "role": "Depends"
    },
    {
      "package": "parallel",
      "role": "Depends"
    },
    {
      "package": "future.apply",
      "role": "Depends"
    },
    {
      "package": "utils",
      "role": "Depends"
    },
    {
      "package": "stats",
      "role": "Depends"
    },
    {
      "package": "xegaGaGene",
      "role": "Imports"
    },
    {
      "package": "xegaSelectGene",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "future",
      "role": "Suggests"
    },
    {
      "package": "parallelly",
      "role": "Suggests"
    }
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  "_owner": "ageyerschulz",
  "_selfowned": true,
  "_usedby": 2,
  "_updates": [
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      "week": "2025-43",
      "n": 1
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    {
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  "_tags": [],
  "_stars": 0,
  "_contributors": [
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      "count": 25,
      "uuid": 139755990
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  "_userbio": {
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    "type": "user",
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    "followers": 3
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    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/xegaPopulation"
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  "_devurl": "https://github.com/ageyerschulz/xegapopulation",
  "_searchresults": 16,
  "_rbuild": "4.6.1",
  "_assets": [
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    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/xegaPopulation.html",
    "LICENSE"
  ],
  "_homeurl": "https://github.com/ageyerschulz/xegapopulation",
  "_realowner": "ageyerschulz",
  "_cranurl": true,
  "_releases": [
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      "date": "2024-03-04"
    },
    {
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      "date": "2025-04-16"
    },
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      "date": "2025-08-01"
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      "date": "2025-08-22"
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      "date": "2026-02-17"
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  "_exports": [
    "AcceptBest",
    "AcceptFactory",
    "AcceptIVMetropolis",
    "AcceptMetropolis",
    "AcceptNewGene",
    "ApplyFactory",
    "asPipeline",
    "asPipelineG",
    "asPipelineID",
    "checkTerminationFactory",
    "ConstCRate",
    "ConstMRate",
    "CoolingFactory",
    "Cross2Gene",
    "CrossGene",
    "CrossRateFactory",
    "ExponentialAdditiveCooling",
    "ExponentialMultiplicativeCooling",
    "futureLapply",
    "futureLapplyHet",
    "IACRate",
    "IAMBitRate",
    "IAMRate",
    "InitGene",
    "lFxegaGaGene",
    "LogarithmicMultiplicativeCooling",
    "MClapply",
    "MClapplyHet",
    "MetropolisAcceptanceProbability",
    "MetropolisTable",
    "MutationRateFactory",
    "PowerAdditiveCooling",
    "PowerMultiplicativeCooling",
    "PparLapply",
    "PparLapplyHet",
    "ReplicateGene",
    "rmpiLapply",
    "terminateAbsoluteError",
    "terminatedFalse",
    "terminateGEQ",
    "terminateLEQ",
    "terminatePAC",
    "terminateRelativeError",
    "terminateRelativeErrorZero",
    "TerminationFactory",
    "TrigonometricAdditiveCooling",
    "xegaAsPipelineFactory",
    "xegaBestGeneInPopulation",
    "xegaBestInPopulation",
    "xegaConfiguration",
    "xegaEvalPopulation",
    "xegaEvalPopulationFactory",
    "xegaInitPopulation",
    "xegaLogEvalsPopulation",
    "xegaNextPopulation",
    "xegaObservePopulation",
    "xegaRepairPop",
    "xegaRepEvalPopulation",
    "xegaSummaryPopulation"
  ],
  "_help": [],
  "_rundeps": [
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    "digest",
    "future",
    "future.apply",
    "globals",
    "listenv",
    "parallelly",
    "rlang",
    "xegaGaGene",
    "xegaSelectGene"
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  "_indexed": true,
  "_nocasepkg": "xegapopulation",
  "_universes": [
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