{
  "_id": "6a182296acfb0bcc41db32b1",
  "Package": "STPGA",
  "Type": "Package",
  "Title": "Selection of Training Populations by Genetic Algorithm",
  "Version": "7.0.2",
  "Date": "2026-05-28",
  "Author": "Deniz Akdemir",
  "Maintainer": "Deniz Akdemir <deniz.akdemir.work@gmail.com>",
  "Description": "Advanced genetic algorithms for optimal subset selection\nin high-dimensional prediction problems. Provides efficient\nsingle and multi-objective optimization for training population\nselection with comprehensive criteria including A-, D-,\nE-optimality, prediction error variance (PEV), Cook's distance\n(CD), and distance-based measures. Features multi-criteria\nconvergence detection, restart mechanisms, rank-based selection\nwith pressure control, adaptive mutation, diversity\npreservation, and numerically stable matrix operations.\nIncludes convergence diagnostics, configurable optimization\nwindows, and both modern clean interfaces with legacy\ncompatibility functions.",
  "License": "GPL-3",
  "VignetteBuilder": "knitr",
  "NeedsCompilation": "no",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.1",
  "Repository": "https://denizakdemir.r-universe.dev",
  "Date/Publication": "2026-05-28 08:30:43 UTC",
  "RemoteUrl": "https://github.com/denizakdemir/stpga",
  "RemoteRef": "HEAD",
  "RemoteSha": "d307a34778c6acc82f101ddc54e49288df77ac9f",
  "Packaged": {
    "Date": "2026-05-28 11:02:04 UTC",
    "User": "root"
  },
  "MD5sum": "bb369332ecc36225e99c67243c776e6f",
  "_user": "denizakdemir",
  "_type": "src",
  "_file": "STPGA_7.0.2.tar.gz",
  "_fileid": "c4b751fb08bde0ddf12e018899ac507b405fa041e919826bf768a487ad46e0a7",
  "_filesize": 1718364,
  "_sha256": "c4b751fb08bde0ddf12e018899ac507b405fa041e919826bf768a487ad46e0a7",
  "_created": "2026-05-28T11:02:04.000Z",
  "_published": "2026-05-28T11:10:14.036Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 78277052985,
      "time": 157,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "7264229609"
    },
    {
      "job": 78277052733,
      "time": 152,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7264228315"
    },
    {
      "job": 78277052800,
      "time": 162,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "7264311782"
    },
    {
      "job": 78277052786,
      "time": 116,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7264298319"
    },
    {
      "job": 78276317746,
      "time": 283,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7264178708"
    },
    {
      "job": 78277052802,
      "time": 110,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7264215182"
    },
    {
      "job": 78277052799,
      "time": 112,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "7264215407"
    },
    {
      "job": 78277052766,
      "time": 107,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "7264214210"
    },
    {
      "job": 78277052801,
      "time": 109,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7264215133"
    }
  ],
  "_buildurl": "https://github.com/r-universe/denizakdemir/actions/runs/26570550028",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/denizakdemir/stpga",
  "_commit": {
    "id": "d307a34778c6acc82f101ddc54e49288df77ac9f",
    "author": "Deniz Akdemir <deniz.akdemir.work@gmail.com>",
    "committer": "Deniz Akdemir <deniz.akdemir.work@gmail.com>",
    "message": "v7.0.2: fix installed GA helpers and Juan regressions\n",
    "time": 1779957043
  },
  "_maintainer": {
    "name": "Deniz Akdemir",
    "email": "deniz.akdemir.work@gmail.com",
    "login": "denizakdemir",
    "orcid": "0000-0003-0553-6798",
    "description": "",
    "uuid": 20173946
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 3.5.0",
      "role": "Depends"
    },
    {
      "package": "AlgDesign",
      "role": "Depends"
    },
    {
      "package": "scales",
      "role": "Depends"
    },
    {
      "package": "scatterplot3d",
      "role": "Depends"
    },
    {
      "package": "emoa",
      "role": "Depends"
    },
    {
      "package": "grDevices",
      "role": "Depends"
    },
    {
      "package": "parallel",
      "role": "Depends"
    },
    {
      "package": "EMMREML",
      "role": "Suggests"
    },
    {
      "package": "quadprog",
      "role": "Suggests"
    },
    {
      "package": "glmnet",
      "role": "Suggests"
    },
    {
      "package": "leaps",
      "role": "Suggests"
    },
    {
      "package": "Matrix",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "digest",
      "role": "Suggests"
    },
    {
      "package": "progress",
      "role": "Suggests"
    }
  ],
  "_owner": "denizakdemir",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-30",
      "n": 4
    },
    {
      "week": "2026-22",
      "n": 2
    }
  ],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "denizakdemir",
      "count": 6,
      "uuid": 20173946
    }
  ],
  "_userbio": {
    "uuid": 20173946,
    "type": "user",
    "name": "Deniz Akdemir"
  },
  "_downloads": {
    "count": 216,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/STPGA"
  },
  "_mentions": 8,
  "_devurl": "https://github.com/denizakdemir/stpga",
  "_searchresults": 36,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/STPGA.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/denizakdemir/stpga",
  "_realowner": "denizakdemir",
  "_cranurl": true,
  "_releases": [
    {
      "version": "1.0",
      "date": "2014-05-31"
    },
    {
      "version": "2.0",
      "date": "2016-05-05"
    },
    {
      "version": "3.0",
      "date": "2016-08-09"
    },
    {
      "version": "4.0",
      "date": "2017-03-02"
    },
    {
      "version": "5.0",
      "date": "2018-07-22"
    },
    {
      "version": "5.1",
      "date": "2018-08-16"
    },
    {
      "version": "5.2",
      "date": "2018-09-21"
    },
    {
      "version": "5.2.1",
      "date": "2018-11-24"
    }
  ],
  "_exports": [
    "a_optimality",
    "adaptive_mutation_rate",
    "Amat.pieces",
    "block_matrix_mult",
    "cache_stats",
    "calculate_crowding_distance",
    "calculate_diversity",
    "calculate_population_distances",
    "cd_mean",
    "cd_mean_mm",
    "cd_mean_mm_h2",
    "check_matrix_dimensions",
    "check_memory_usage",
    "check_multi_criteria_convergence",
    "check_parameter_naming",
    "chunked_crossprod",
    "chunked_matrix_operation",
    "clear_cache",
    "compute_amatrix",
    "compute_population_stats",
    "compute_prediction_core",
    "convergence_diagnostics",
    "create_function_alias",
    "create_progress_bar",
    "criterion",
    "crossover",
    "crowding_replacement",
    "d_optimality",
    "dist_to_test",
    "dist_to_test2",
    "distance_criterion",
    "distance_internal_mean",
    "distance_internal_min",
    "distance_to_ideal",
    "distance_train_to_test_max",
    "distance_train_to_test_mean",
    "disttoideal",
    "diversity_summary",
    "document_parameter",
    "e_optimality",
    "elite_selection",
    "evaluate_population",
    "evaluate_population_legacy",
    "evaluate_population_optimized",
    "evaluate_population_smart",
    "find_non_dominated",
    "finish_progress",
    "fitness_sharing",
    "g_optimality",
    "GenAlgForSubsetSelectionMO",
    "GenAlgForSubsetSelectionMONoTest",
    "generate_doc_template",
    "generate_offspring",
    "genomic_relationship_matrix",
    "get_adaptive_ridge",
    "get_function_variants",
    "get_optimal_cores",
    "h2_to_variances",
    "i_optimality",
    "influence_measure_legacy",
    "matrix_stability_check",
    "mutate_solution",
    "neg_dist_in_train",
    "neg_dist_in_train2",
    "non_dominated_sorting",
    "parallel_apply",
    "perform_restart",
    "pev_max",
    "pev_mean",
    "pev_mean_mm",
    "pev_mean_mm_h2",
    "population_distances",
    "rank_selection",
    "ridge_regression_cv",
    "safe_matrix_inverse",
    "simple_cache",
    "standardize_name",
    "standardize_parameters",
    "subset_ga",
    "subset_ga_multiobjective",
    "subset_ga_multiobjective_single",
    "subset_ga_single",
    "tournament_selection",
    "transform_fitness",
    "unified_distance_criterion",
    "update_progress",
    "validate_kinship_matrix",
    "validate_matrix_params",
    "validate_selection_parameters",
    "validate_variance_components"
  ],
  "_datasets": [
    {
      "name": "Wheat.K",
      "title": "Adult plant height (estimated genetic values) for 1182 elite wheat lines",
      "object": "WheatData",
      "file": "WheatData.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [
        "IWA8610266",
        "IWA8606816",
        "3883",
        "NW86A",
        "PI345476",
        "H86-708",
        "IWA8602323",
        "237-VII/2",
        "1666",
        "IWA8610164",
        "69Z6.441",
        "F27",
        "IWA8604778",
        "POLESSKAJA71",
        "LOGAN",
        "NS18-99",
        "204/71",
        "KM618-2-90",
        "VII/2-B",
        "B-871",
        "RCAT000491",
        "VIRGO",
        "HAUTE_BROYE",
        "S149",
        "IWA8607148",
        "PI254048",
        "PI254049",
        "IWA8611008",
        "IWA8606779",
        "LOVRIN13",
        "2030",
        "SOBIESZYNSKA44",
        "PI94484",
        "IWA8607051",
        "ARMINDA",
        "PRIMEPI",
        "66BPR",
        "69Z2.11/1147I",
        "SLAVIA",
        "IWA8600472",
        "VARMA|PI265484",
        "I/17|CITR17378",
        "SQUAREHEADS_MASTER",
        "IWA8606856",
        "KNOX62",
        "IWA8604850",
        "69Z2.88/7B",
        "VADA",
        "218/71",
        "5499",
        "PI254068",
        "IWA8606514",
        "WA74-18795",
        "IWA8600893",
        "APOLLO",
        "BLAK._FRA._PROF._TSCKEM.",
        "ALABASSKAJA|PI326301",
        "CAR105",
        "PARL_II",
        "PRIMUS",
        "VYSOKELITOVSKAYA",
        "ARIA",
        "IWA8610418",
        "IWA8606227",
        "HECTOR",
        "WHITE_VICTORIA",
        "IWA8610290",
        "IWA8612561",
        "ROEMER|PI192030",
        "IWA8606752",
        "PI565314",
        "IWA8610471",
        "STARING",
        "DANKOWSKA_BIALA",
        "PPG-1",
        "TN1649",
        "STRELINSKAJA_MESTNAJA",
        "C2B",
        "DOMACA|PI184162",
        "PAJBJERG184",
        "ZG2834/74",
        "IWA8604927",
        "155/71",
        "SORT11-32-1145",
        "III-54-62",
        "IWA8600078",
        "PI74298",
        "EKA_NOWA",
        "IWA8611990",
        "410-IV/63",
        "HORICKA",
        "2447",
        "1664",
        "ERYTHROSPERMUM917",
        "ROUSSE14",
        "PI254037",
        "NORIN10",
        "PNE225-1",
        "L1B",
        "914R5",
        "HAUTERS_II|PI180581",
        "SCHILFWEIZEN",
        "EROICA",
        "PI406490",
        "910102",
        "PI234707",
        "CAR715",
        "ZG4163/73",
        "10542-63/87",
        "LOVRIN25",
        "IWA8606600",
        "HAUTERS_II|PI285950",
        "187-199-VI/8A",
        "62/9(ID)",
        "IWA8611158",
        "KM783-92",
        "RCAT003784",
        "A912",
        "VAKKA",
        "IWA8611084",
        "69Z2.82/466B",
        "BELTSKAYA_MESTNAYA",
        "IWA8613677",
        "PI94479",
        "MOSKOVSKAJA02460",
        "IWA8611865",
        "IWA8612559",
        "68F6691",
        "131A",
        "HEZOHEGYESI7286",
        "69Z2.179/1380C",
        "69Z2.102/85A",
        "622-24-65",
        "IWA8613659",
        "KM708-90",
        "HOHENAUER_KOLBEN",
        "CHAMBORD",
        "IWA8611223",
        "IWA8600667",
        "IWA8602453",
        "PI269407",
        "1744",
        "MACEDONIAN14",
        "CAR411",
        "JUBILE_II",
        "AGRISS",
        "KRASNOVODOPADSKAJA210",
        "466A",
        "I/6",
        "ZERNOGRADKA8",
        "BOJKA",
        "BOGARNAJA56",
        "ZG4431/73",
        "KOOPERATORKA",
        "IWA8609352",
        "IWA8604770",
        "IWA8612832",
        "STEPNAYA",
        "IWA8606593",
        "510-I/1",
        "SABINA",
        "BON_FERMIER_SVP",
        "NEAR_ISOGENIC_(PM3B)",
        "HAR_KOVSKAJA63",
        "PUDMERICKA_CERVENOCLASA",
        "CAR278",
        "HBF0303-155",
        "1548",
        "RADOSINSKA_KAROLA",
        "MV4",
        "PRIMA|PI193070",
        "KARCAGI1042",
        "IWA8602382",
        "IWA8612170",
        "IWA8609184",
        "EXTRA_EARLY_BLACKHULL",
        "SEG95-997",
        "AVALON",
        "KS95WGRC33",
        "HATVANI1119|PI278326",
        "IWA8603241",
        "OLYMPIA",
        "I/23",
        "HAR_KOVSKAJA11",
        "PI94489",
        "V/2-A",
        "IWA8611218",
        "PI68273",
        "IWA8609376",
        "216/71",
        "IWA8603184",
        "N02Y5187",
        "FLEURON",
        "896-IX/1",
        "CAR1012",
        "416-V/69",
        "IWA8613952",
        "HODOMINSKA_HOLICA",
        "204-VI/9-A",
        "PI254045"
      ],
      "rows": 200,
      "table": true,
      "tojson": true
    },
    {
      "name": "Wheat.M",
      "title": "Adult plant height (estimated genetic values) for 1182 elite wheat lines",
      "object": "WheatData",
      "file": "WheatData.rda",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [
        "IWA1",
        "IWA2",
        "IWA3",
        "IWA4",
        "IWA5",
        "IWA11",
        "IWA12",
        "IWA14",
        "IWA15",
        "IWA16",
        "IWA18",
        "IWA19",
        "IWA20",
        "IWA22",
        "IWA23",
        "IWA24",
        "IWA25",
        "IWA27",
        "IWA32",
        "IWA36",
        "IWA38",
        "IWA39",
        "IWA42",
        "IWA44",
        "IWA46",
        "IWA48",
        "IWA49",
        "IWA50",
        "IWA52",
        "IWA54",
        "IWA55",
        "IWA57",
        "IWA59",
        "IWA60",
        "IWA61",
        "IWA62",
        "IWA63",
        "IWA65",
        "IWA66",
        "IWA67",
        "IWA68",
        "IWA70",
        "IWA71",
        "IWA72",
        "IWA73",
        "IWA74",
        "IWA76",
        "IWA77",
        "IWA80",
        "IWA81",
        "IWA83",
        "IWA85",
        "IWA86",
        "IWA87",
        "IWA88",
        "IWA91",
        "IWA93",
        "IWA94",
        "IWA95",
        "IWA96",
        "IWA97",
        "IWA98",
        "IWA99",
        "IWA100",
        "IWA101",
        "IWA103",
        "IWA104",
        "IWA105",
        "IWA106",
        "IWA107",
        "IWA108",
        "IWA109",
        "IWA110",
        "IWA112",
        "IWA113",
        "IWA114",
        "IWA115",
        "IWA117",
        "IWA123",
        "IWA125",
        "IWA128",
        "IWA129",
        "IWA130",
        "IWA131",
        "IWA132",
        "IWA133",
        "IWA135",
        "IWA136",
        "IWA139",
        "IWA142",
        "IWA143",
        "IWA144",
        "IWA145",
        "IWA148",
        "IWA151",
        "IWA152",
        "IWA153",
        "IWA154",
        "IWA155",
        "IWA157",
        "IWA158",
        "IWA160",
        "IWA161",
        "IWA164",
        "IWA165",
        "IWA169",
        "IWA170",
        "IWA171",
        "IWA172",
        "IWA173",
        "IWA174",
        "IWA175",
        "IWA176",
        "IWA177",
        "IWA179",
        "IWA182",
        "IWA185",
        "IWA186",
        "IWA188",
        "IWA189",
        "IWA192",
        "IWA193",
        "IWA197",
        "IWA198",
        "IWA200",
        "IWA203",
        "IWA204",
        "IWA205",
        "IWA206",
        "IWA208",
        "IWA209",
        "IWA210",
        "IWA211",
        "IWA213",
        "IWA214",
        "IWA215",
        "IWA217",
        "IWA218",
        "IWA219",
        "IWA220",
        "IWA221",
        "IWA224",
        "IWA226",
        "IWA227",
        "IWA229",
        "IWA230",
        "IWA233",
        "IWA234",
        "IWA235",
        "IWA238",
        "IWA239",
        "IWA242",
        "IWA244",
        "IWA245",
        "IWA246",
        "IWA249",
        "IWA250",
        "IWA251",
        "IWA252",
        "IWA255",
        "IWA259",
        "IWA260",
        "IWA261",
        "IWA265",
        "IWA267",
        "IWA268",
        "IWA269",
        "IWA270",
        "IWA271",
        "IWA272",
        "IWA274",
        "IWA276",
        "IWA277",
        "IWA278",
        "IWA279",
        "IWA280",
        "IWA281",
        "IWA283",
        "IWA285",
        "IWA286",
        "IWA287",
        "IWA291",
        "IWA292",
        "IWA293",
        "IWA294",
        "IWA295",
        "IWA296",
        "IWA297",
        "IWA299",
        "IWA300",
        "IWA301",
        "IWA302",
        "IWA303",
        "IWA304",
        "IWA305",
        "IWA306",
        "IWA307",
        "IWA308",
        "IWA310",
        "IWA311",
        "IWA312",
        "IWA313",
        "IWA315",
        "IWA316",
        "IWA319",
        "IWA320",
        "IWA323",
        "IWA325",
        "IWA327",
        "IWA328",
        "IWA329",
        "IWA330",
        "IWA331",
        "IWA332",
        "IWA333",
        "IWA335",
        "IWA336",
        "IWA337",
        "IWA338",
        "IWA339",
        "IWA345",
        "IWA347",
        "IWA352",
        "IWA353",
        "IWA356",
        "IWA360",
        "IWA361",
        "IWA362",
        "IWA364",
        "IWA367",
        "IWA368",
        "IWA370",
        "IWA375",
        "IWA377",
        "IWA379",
        "IWA382",
        "IWA384",
        "IWA385",
        "IWA388",
        "IWA389",
        "IWA390",
        "IWA391",
        "IWA394",
        "IWA395",
        "IWA396",
        "IWA401",
        "IWA402",
        "IWA403",
        "IWA404",
        "IWA405",
        "IWA406",
        "IWA408",
        "IWA411",
        "IWA412",
        "IWA414",
        "IWA415",
        "IWA417",
        "IWA418",
        "IWA420",
        "IWA421",
        "IWA422",
        "IWA423",
        "IWA424",
        "IWA426",
        "IWA427",
        "IWA429",
        "IWA430",
        "IWA431",
        "IWA433",
        "IWA434",
        "IWA435",
        "IWA436",
        "IWA437",
        "IWA439",
        "IWA442",
        "IWA443",
        "IWA444",
        "IWA445",
        "IWA447",
        "IWA448",
        "IWA449",
        "IWA450",
        "IWA453",
        "IWA454",
        "IWA457",
        "IWA459",
        "IWA462",
        "IWA464",
        "IWA467",
        "IWA468",
        "IWA469",
        "IWA470",
        "IWA471",
        "IWA472",
        "IWA473",
        "IWA474",
        "IWA475",
        "IWA476",
        "IWA477",
        "IWA479",
        "IWA480",
        "IWA481",
        "IWA482",
        "IWA484",
        "IWA485",
        "IWA486",
        "IWA488",
        "IWA491",
        "IWA492",
        "IWA493",
        "IWA497",
        "IWA498",
        "IWA500",
        "IWA501",
        "IWA502",
        "IWA503",
        "IWA505",
        "IWA507",
        "IWA508",
        "IWA513",
        "IWA515",
        "IWA517",
        "IWA524",
        "IWA526",
        "IWA529",
        "IWA530",
        "IWA531",
        "IWA532",
        "IWA533",
        "IWA534",
        "IWA535",
        "IWA536",
        "IWA537",
        "IWA539",
        "IWA540",
        "IWA544",
        "IWA545",
        "IWA547",
        "IWA550",
        "IWA554",
        "IWA556",
        "IWA557",
        "IWA558",
        "IWA559",
        "IWA560",
        "IWA562",
        "IWA564",
        "IWA566",
        "IWA570",
        "IWA571",
        "IWA573",
        "IWA574",
        "IWA577",
        "IWA578",
        "IWA579",
        "IWA581",
        "IWA582",
        "IWA583",
        "IWA586",
        "IWA587",
        "IWA588",
        "IWA589",
        "IWA590",
        "IWA593",
        "IWA594",
        "IWA596",
        "IWA597",
        "IWA599",
        "IWA600",
        "IWA601",
        "IWA602",
        "IWA603",
        "IWA604",
        "IWA605",
        "IWA607",
        "IWA608",
        "IWA609",
        "IWA610",
        "IWA611",
        "IWA613",
        "IWA614",
        "IWA615",
        "IWA617",
        "IWA618",
        "IWA619",
        "IWA620",
        "IWA623",
        "IWA624",
        "IWA627",
        "IWA628",
        "IWA629",
        "IWA630",
        "IWA631",
        "IWA632",
        "IWA634",
        "IWA635",
        "IWA636",
        "IWA637",
        "IWA638",
        "IWA639",
        "IWA642",
        "IWA643",
        "IWA647",
        "IWA648",
        "IWA651",
        "IWA652",
        "IWA653",
        "IWA654",
        "IWA655",
        "IWA657",
        "IWA660",
        "IWA663",
        "IWA664",
        "IWA670",
        "IWA672",
        "IWA674",
        "IWA675",
        "IWA678",
        "IWA682",
        "IWA683",
        "IWA684",
        "IWA685",
        "IWA689",
        "IWA690",
        "IWA691",
        "IWA692",
        "IWA693",
        "IWA695",
        "IWA696",
        "IWA699",
        "IWA700",
        "IWA701",
        "IWA702",
        "IWA703",
        "IWA705",
        "IWA707",
        "IWA708",
        "IWA714",
        "IWA716",
        "IWA718",
        "IWA720",
        "IWA721",
        "IWA724",
        "IWA731",
        "IWA732",
        "IWA734",
        "IWA735",
        "IWA738",
        "IWA739",
        "IWA741",
        "IWA742",
        "IWA743",
        "IWA745",
        "IWA747",
        "IWA748",
        "IWA749",
        "IWA750",
        "IWA755",
        "IWA756",
        "IWA757",
        "IWA759",
        "IWA760",
        "IWA761",
        "IWA762",
        "IWA763",
        "IWA764",
        "IWA771",
        "IWA775",
        "IWA776",
        "IWA777",
        "IWA783",
        "IWA785",
        "IWA787",
        "IWA790",
        "IWA793",
        "IWA795",
        "IWA796",
        "IWA797",
        "IWA798",
        "IWA799",
        "IWA800",
        "IWA805",
        "IWA808",
        "IWA810",
        "IWA812",
        "IWA814",
        "IWA821",
        "IWA822",
        "IWA823",
        "IWA824",
        "IWA826",
        "IWA827",
        "IWA829",
        "IWA830",
        "IWA832",
        "IWA834",
        "IWA835",
        "IWA836",
        "IWA837",
        "IWA846",
        "IWA850",
        "IWA851",
        "IWA854",
        "IWA855",
        "IWA860",
        "IWA861",
        "IWA864",
        "IWA865",
        "IWA866",
        "IWA868",
        "IWA869",
        "IWA874",
        "IWA881",
        "IWA885",
        "IWA887",
        "IWA890",
        "IWA892",
        "IWA894",
        "IWA897",
        "IWA898",
        "IWA899",
        "IWA905",
        "IWA907",
        "IWA908",
        "IWA911",
        "IWA912",
        "IWA917",
        "IWA919",
        "IWA920",
        "IWA921",
        "IWA926",
        "IWA927",
        "IWA928",
        "IWA930",
        "IWA933",
        "IWA936",
        "IWA939",
        "IWA941",
        "IWA945",
        "IWA946",
        "IWA948",
        "IWA952",
        "IWA954",
        "IWA962",
        "IWA967",
        "IWA970",
        "IWA971",
        "IWA972",
        "IWA977",
        "IWA980",
        "IWA984",
        "IWA986",
        "IWA987",
        "IWA989",
        "IWA991",
        "IWA992",
        "IWA997",
        "IWA1000",
        "IWA1005",
        "IWA1006",
        "IWA1007",
        "IWA1008",
        "IWA1010",
        "IWA1015",
        "IWA1017",
        "IWA1018",
        "IWA1019",
        "IWA1020",
        "IWA1022",
        "IWA1028",
        "IWA1030",
        "IWA1031",
        "IWA1032",
        "IWA1033",
        "IWA1034",
        "IWA1040",
        "IWA1045",
        "IWA1046",
        "IWA1047",
        "IWA1048",
        "IWA1049",
        "IWA1057",
        "IWA1059",
        "IWA1060",
        "IWA1061",
        "IWA1062",
        "IWA1063",
        "IWA1066",
        "IWA1069",
        "IWA1071",
        "IWA1076",
        "IWA1081",
        "IWA1083",
        "IWA1084",
        "IWA1087",
        "IWA1089",
        "IWA1090",
        "IWA1091",
        "IWA1092",
        "IWA1095",
        "IWA1097",
        "IWA1100",
        "IWA1102",
        "IWA1103",
        "IWA1105",
        "IWA1107",
        "IWA1108",
        "IWA1109",
        "IWA1110",
        "IWA1111",
        "IWA1113",
        "IWA1114",
        "IWA1117",
        "IWA1118",
        "IWA1119",
        "IWA1123",
        "IWA1127",
        "IWA1128",
        "IWA1129",
        "IWA1130",
        "IWA1131",
        "IWA1135",
        "IWA1137",
        "IWA1142",
        "IWA1144",
        "IWA1145",
        "IWA1151",
        "IWA1155",
        "IWA1156",
        "IWA1166",
        "IWA1170",
        "IWA1174",
        "IWA1176",
        "IWA1177",
        "IWA1179",
        "IWA1181",
        "IWA1182",
        "IWA1187",
        "IWA1188",
        "IWA1192",
        "IWA1193",
        "IWA1194",
        "IWA1195",
        "IWA1202",
        "IWA1205",
        "IWA1206",
        "IWA1207",
        "IWA1212",
        "IWA1214",
        "IWA1220",
        "IWA1221",
        "IWA1223",
        "IWA1225",
        "IWA1229",
        "IWA1231",
        "IWA1236",
        "IWA1237",
        "IWA1241",
        "IWA1242",
        "IWA1247",
        "IWA1251",
        "IWA1252",
        "IWA1253",
        "IWA1256",
        "IWA1257",
        "IWA1259",
        "IWA1260",
        "IWA1261",
        "IWA1263",
        "IWA1264",
        "IWA1265",
        "IWA1267",
        "IWA1268",
        "IWA1269",
        "IWA1270",
        "IWA1274",
        "IWA1275",
        "IWA1276",
        "IWA1277",
        "IWA1278",
        "IWA1279",
        "IWA1282",
        "IWA1285",
        "IWA1291",
        "IWA1292",
        "IWA1293",
        "IWA1294",
        "IWA1298",
        "IWA1301",
        "IWA1302",
        "IWA1304",
        "IWA1305",
        "IWA1307",
        "IWA1308",
        "IWA1309",
        "IWA1313",
        "IWA1314",
        "IWA1316",
        "IWA1320",
        "IWA1323",
        "IWA1327",
        "IWA1329",
        "IWA1331",
        "IWA1334",
        "IWA1335",
        "IWA1336",
        "IWA1339",
        "IWA1340",
        "IWA1341",
        "IWA1342",
        "IWA1343",
        "IWA1344",
        "IWA1345",
        "IWA1346",
        "IWA1347",
        "IWA1348",
        "IWA1350",
        "IWA1351",
        "IWA1352",
        "IWA1357",
        "IWA1360",
        "IWA1361",
        "IWA1363",
        "IWA1366",
        "IWA1367",
        "IWA1368",
        "IWA1369",
        "IWA1370",
        "IWA1371",
        "IWA1373",
        "IWA1374",
        "IWA1375",
        "IWA1376",
        "IWA1377",
        "IWA1378",
        "IWA1379",
        "IWA1380",
        "IWA1382",
        "IWA1383",
        "IWA1387",
        "IWA1388",
        "IWA1389",
        "IWA1390",
        "IWA1391",
        "IWA1392",
        "IWA1393",
        "IWA1398",
        "IWA1400",
        "IWA1402",
        "IWA1407",
        "IWA1408",
        "IWA1410",
        "IWA1413",
        "IWA1416",
        "IWA1417",
        "IWA1419",
        "IWA1420",
        "IWA1421",
        "IWA1422",
        "IWA1423",
        "IWA1431",
        "IWA1433",
        "IWA1434",
        "IWA1435",
        "IWA1436",
        "IWA1437",
        "IWA1439",
        "IWA1440",
        "IWA1441",
        "IWA1443",
        "IWA1444",
        "IWA1445",
        "IWA1449",
        "IWA1450",
        "IWA1451",
        "IWA1456",
        "IWA1458",
        "IWA1459",
        "IWA1460",
        "IWA1462",
        "IWA1463",
        "IWA1467",
        "IWA1468",
        "IWA1471",
        "IWA1472",
        "IWA1473",
        "IWA1474",
        "IWA1475",
        "IWA1481",
        "IWA1482",
        "IWA1484",
        "IWA1485",
        "IWA1486",
        "IWA1487",
        "IWA1488",
        "IWA1489",
        "IWA1491",
        "IWA1492",
        "IWA1493",
        "IWA1494",
        "IWA1495",
        "IWA1496",
        "IWA1498",
        "IWA1499",
        "IWA1500",
        "IWA1501",
        "IWA1502",
        "IWA1504",
        "IWA1507",
        "IWA1510",
        "IWA1511",
        "IWA1512",
        "IWA1513",
        "IWA1514",
        "IWA1515",
        "IWA1519",
        "IWA1521",
        "IWA1522",
        "IWA1523",
        "IWA1524",
        "IWA1525",
        "IWA1526",
        "IWA1531",
        "IWA1532",
        "IWA1533",
        "IWA1535",
        "IWA1536",
        "IWA1537",
        "IWA1539",
        "IWA1541",
        "IWA1543",
        "IWA1545",
        "IWA1547",
        "IWA1548",
        "IWA1549",
        "IWA1550",
        "IWA1552",
        "IWA1553",
        "IWA1554",
        "IWA1560",
        "IWA1562",
        "IWA1563",
        "IWA1564",
        "IWA1566",
        "IWA1569",
        "IWA1570",
        "IWA1571",
        "IWA1572",
        "IWA1575",
        "IWA1577",
        "IWA1578",
        "IWA1579",
        "IWA1583",
        "IWA1584",
        "IWA1587",
        "IWA1589",
        "IWA1590",
        "IWA1591",
        "IWA1592",
        "IWA1594",
        "IWA1597",
        "IWA1598",
        "IWA1601",
        "IWA1602",
        "IWA1603",
        "IWA1604",
        "IWA1605",
        "IWA1606",
        "IWA1607",
        "IWA1611",
        "IWA1612",
        "IWA1614",
        "IWA1615",
        "IWA1619",
        "IWA1621",
        "IWA1624",
        "IWA1626",
        "IWA1628",
        "IWA1630",
        "IWA1634",
        "IWA1635",
        "IWA1639",
        "IWA1640",
        "IWA1641",
        "IWA1644",
        "IWA1645",
        "IWA1655",
        "IWA1657",
        "IWA1658",
        "IWA1661",
        "IWA1662",
        "IWA1663",
        "IWA1666",
        "IWA1667",
        "IWA1669",
        "IWA1671",
        "IWA1678",
        "IWA1679",
        "IWA1682",
        "IWA1683",
        "IWA1685",
        "IWA1686",
        "IWA1690",
        "IWA1692",
        "IWA1693",
        "IWA1694",
        "IWA1698",
        "IWA1699",
        "IWA1700",
        "IWA1701",
        "IWA1704",
        "IWA1705",
        "IWA1706",
        "IWA1707",
        "IWA1708",
        "IWA1709",
        "IWA1713",
        "IWA1714",
        "IWA1715",
        "IWA1716",
        "IWA1717",
        "IWA1718",
        "IWA1719",
        "IWA1720",
        "IWA1721",
        "IWA1723",
        "IWA1729",
        "IWA1732",
        "IWA1733",
        "IWA1734",
        "IWA1737",
        "IWA1738",
        "IWA1742",
        "IWA1743",
        "IWA1745",
        "IWA1748",
        "IWA1749",
        "IWA1756",
        "IWA1758",
        "IWA1760",
        "IWA1761",
        "IWA1762",
        "IWA1763",
        "IWA1764",
        "IWA1770",
        "IWA1771",
        "IWA1774",
        "IWA1777",
        "IWA1778",
        "IWA1779",
        "IWA1780",
        "IWA1781",
        "IWA1785",
        "IWA1786",
        "IWA1787",
        "IWA1789",
        "IWA1790",
        "IWA1791",
        "IWA1793",
        "IWA1795",
        "IWA1796",
        "IWA1799",
        "IWA1800",
        "IWA1802",
        "IWA1803",
        "IWA1804",
        "IWA1805",
        "IWA1807",
        "IWA1810",
        "IWA1811",
        "IWA1812",
        "IWA1816",
        "IWA1817",
        "IWA1818",
        "IWA1822",
        "IWA1824",
        "IWA1825",
        "IWA1826",
        "IWA1827",
        "IWA1830",
        "IWA1831",
        "IWA1832",
        "IWA1833",
        "IWA1834",
        "IWA1835",
        "IWA1836",
        "IWA1837",
        "IWA1838",
        "IWA1839",
        "IWA1847",
        "IWA1848",
        "IWA1849",
        "IWA1855",
        "IWA1857",
        "IWA1861",
        "IWA1863",
        "IWA1867",
        "IWA1871",
        "IWA1872",
        "IWA1873",
        "IWA1874",
        "IWA1875",
        "IWA1877",
        "IWA1878",
        "IWA1879",
        "IWA1880",
        "IWA1881",
        "IWA1882",
        "IWA1883",
        "IWA1885",
        "IWA1887",
        "IWA1889",
        "IWA1890",
        "IWA1891",
        "IWA1892",
        "IWA1894",
        "IWA1896",
        "IWA1898",
        "IWA1900",
        "IWA1902",
        "IWA1904",
        "IWA1905",
        "IWA1906",
        "IWA1907",
        "IWA1908",
        "IWA1909",
        "IWA1910",
        "IWA1911",
        "IWA1916",
        "IWA1919",
        "IWA1922",
        "IWA1923",
        "IWA1925",
        "IWA1926",
        "IWA1927",
        "IWA1929",
        "IWA1930",
        "IWA1932",
        "IWA1933",
        "IWA1934",
        "IWA1936",
        "IWA1938",
        "IWA1939",
        "IWA1943",
        "IWA1945",
        "IWA1946",
        "IWA1948",
        "IWA1950",
        "IWA1951",
        "IWA1952",
        "IWA1959",
        "IWA1960",
        "IWA1961",
        "IWA1962",
        "IWA1964",
        "IWA1965",
        "IWA1967",
        "IWA1969",
        "IWA1972",
        "IWA1975",
        "IWA1978",
        "IWA1979",
        "IWA1980",
        "IWA1981",
        "IWA1982",
        "IWA1983",
        "IWA1988",
        "IWA1990",
        "IWA1991",
        "IWA1992",
        "IWA1994",
        "IWA1996",
        "IWA1997",
        "IWA1998",
        "IWA1999",
        "IWA2000",
        "IWA2002",
        "IWA2003",
        "IWA2005",
        "IWA2006",
        "IWA2007",
        "IWA2009",
        "IWA2011",
        "IWA2015",
        "IWA2017",
        "IWA2018",
        "IWA2021",
        "IWA2022",
        "IWA2023",
        "IWA2027",
        "IWA2028",
        "IWA2029",
        "IWA2030",
        "IWA2031",
        "IWA2032",
        "IWA2033",
        "IWA2035",
        "IWA2037",
        "IWA2038",
        "IWA2039",
        "IWA2040",
        "IWA2041",
        "IWA2042",
        "IWA2045",
        "IWA2046",
        "IWA2047",
        "IWA2048",
        "IWA2049",
        "IWA2050",
        "IWA2051",
        "IWA2057",
        "IWA2059",
        "IWA2062",
        "IWA2063",
        "IWA2065",
        "IWA2066",
        "IWA2067",
        "IWA2070",
        "IWA2071",
        "IWA2073",
        "IWA2074",
        "IWA2077",
        "IWA2081",
        "IWA2082",
        "IWA2084",
        "IWA2085",
        "IWA2087",
        "IWA2088",
        "IWA2091",
        "IWA2092",
        "IWA2093",
        "IWA2094",
        "IWA2095",
        "IWA2098",
        "IWA2101",
        "IWA2108",
        "IWA2109",
        "IWA2111",
        "IWA2112",
        "IWA2113",
        "IWA2114",
        "IWA2115",
        "IWA2116",
        "IWA2118",
        "IWA2119",
        "IWA2121",
        "IWA2122",
        "IWA2124",
        "IWA2125",
        "IWA2129",
        "IWA2130",
        "IWA2131",
        "IWA2132",
        "IWA2133",
        "IWA2135",
        "IWA2136",
        "IWA2137",
        "IWA2139",
        "IWA2141",
        "IWA2142",
        "IWA2143",
        "IWA2144",
        "IWA2145",
        "IWA2146",
        "IWA2147",
        "IWA2148",
        "IWA2150",
        "IWA2152",
        "IWA2153",
        "IWA2154",
        "IWA2155",
        "IWA2156",
        "IWA2160",
        "IWA2162",
        "IWA2163",
        "IWA2170",
        "IWA2171",
        "IWA2172",
        "IWA2173",
        "IWA2174",
        "IWA2175",
        "IWA2176",
        "IWA2177",
        "IWA2180",
        "IWA2181",
        "IWA2182",
        "IWA2183",
        "IWA2184",
        "IWA2185",
        "IWA2186",
        "IWA2187",
        "IWA2189",
        "IWA2191",
        "IWA2192",
        "IWA2193",
        "IWA2195",
        "IWA2203",
        "IWA2209",
        "IWA2212",
        "IWA2218",
        "IWA2219",
        "IWA2221",
        "IWA2222",
        "IWA2226",
        "IWA2235",
        "IWA2236",
        "IWA2237",
        "IWA2240",
        "IWA2244",
        "IWA2245",
        "IWA2247",
        "IWA2248",
        "IWA2249",
        "IWA2250",
        "IWA2253",
        "IWA2254",
        "IWA2255",
        "IWA2256",
        "IWA2257",
        "IWA2259",
        "IWA2261",
        "IWA2263",
        "IWA2264",
        "IWA2265",
        "IWA2266",
        "IWA2267",
        "IWA2270",
        "IWA2271",
        "IWA2272",
        "IWA2273",
        "IWA2275",
        "IWA2276",
        "IWA2279",
        "IWA2282",
        "IWA2285",
        "IWA2286",
        "IWA2289",
        "IWA2294",
        "IWA2296",
        "IWA2298",
        "IWA2301",
        "IWA2302",
        "IWA2305",
        "IWA2307",
        "IWA2308",
        "IWA2310",
        "IWA2311",
        "IWA2312",
        "IWA2314",
        "IWA2315",
        "IWA2317",
        "IWA2319",
        "IWA2320",
        "IWA2321",
        "IWA2326",
        "IWA2328",
        "IWA2329",
        "IWA2330",
        "IWA2332",
        "IWA2333",
        "IWA2334",
        "IWA2335",
        "IWA2336",
        "IWA2337",
        "IWA2338",
        "IWA2340",
        "IWA2341",
        "IWA2342",
        "IWA2343",
        "IWA2344",
        "IWA2345",
        "IWA2346",
        "IWA2347",
        "IWA2348",
        "IWA2349",
        "IWA2350",
        "IWA2353",
        "IWA2354",
        "IWA2355",
        "IWA2362",
        "IWA2363",
        "IWA2364",
        "IWA2366",
        "IWA2367",
        "IWA2370",
        "IWA2371",
        "IWA2373",
        "IWA2374",
        "IWA2378",
        "IWA2379",
        "IWA2383",
        "IWA2385",
        "IWA2386",
        "IWA2387",
        "IWA2388",
        "IWA2389",
        "IWA2391",
        "IWA2394",
        "IWA2396",
        "IWA2398",
        "IWA2399",
        "IWA2400",
        "IWA2401",
        "IWA2402",
        "IWA2403",
        "IWA2404",
        "IWA2407",
        "IWA2408",
        "IWA2409",
        "IWA2410",
        "IWA2411",
        "IWA2412",
        "IWA2413",
        "IWA2415",
        "IWA2416",
        "IWA2417",
        "IWA2418",
        "IWA2419",
        "IWA2420",
        "IWA2421",
        "IWA2425",
        "IWA2426",
        "IWA2427",
        "IWA2429",
        "IWA2430",
        "IWA2431",
        "IWA2433",
        "IWA2434",
        "IWA2435",
        "IWA2436",
        "IWA2437",
        "IWA2438",
        "IWA2439",
        "IWA2440",
        "IWA2441",
        "IWA2442",
        "IWA2443",
        "IWA2445",
        "IWA2447",
        "IWA2450",
        "IWA2451",
        "IWA2453",
        "IWA2454",
        "IWA2457",
        "IWA2459",
        "IWA2460",
        "IWA2462",
        "IWA2464",
        "IWA2465",
        "IWA2475",
        "IWA2477",
        "IWA2479",
        "IWA2484",
        "IWA2487",
        "IWA2488",
        "IWA2489",
        "IWA2490",
        "IWA2491",
        "IWA2492",
        "IWA2494",
        "IWA2495",
        "IWA2500",
        "IWA2502",
        "IWA2503",
        "IWA2504",
        "IWA2505",
        "IWA2506",
        "IWA2507",
        "IWA2510",
        "IWA2513",
        "IWA2518",
        "IWA2519",
        "IWA2520",
        "IWA2521",
        "IWA2523",
        "IWA2526",
        "IWA2527",
        "IWA2531",
        "IWA2532",
        "IWA2533",
        "IWA2536",
        "IWA2537",
        "IWA2538",
        "IWA2539",
        "IWA2544",
        "IWA2545",
        "IWA2547",
        "IWA2548",
        "IWA2549",
        "IWA2550",
        "IWA2551",
        "IWA2553",
        "IWA2554",
        "IWA2555",
        "IWA2557",
        "IWA2558",
        "IWA2559",
        "IWA2561",
        "IWA2563",
        "IWA2564",
        "IWA2565",
        "IWA2566",
        "IWA2567",
        "IWA2569",
        "IWA2570",
        "IWA2571",
        "IWA2576",
        "IWA2577",
        "IWA2578",
        "IWA2580",
        "IWA2583",
        "IWA2584",
        "IWA2585",
        "IWA2588",
        "IWA2591",
        "IWA2593",
        "IWA2595",
        "IWA2596",
        "IWA2597",
        "IWA2598",
        "IWA2601",
        "IWA2602",
        "IWA2603",
        "IWA2604",
        "IWA2606",
        "IWA2614",
        "IWA2615",
        "IWA2619",
        "IWA2620",
        "IWA2621",
        "IWA2622",
        "IWA2625",
        "IWA2626",
        "IWA2630",
        "IWA2632",
        "IWA2634",
        "IWA2635",
        "IWA2638",
        "IWA2639",
        "IWA2640",
        "IWA2641",
        "IWA2642",
        "IWA2645",
        "IWA2646",
        "IWA2648",
        "IWA2649",
        "IWA2650",
        "IWA2651",
        "IWA2654",
        "IWA2655",
        "IWA2656",
        "IWA2657",
        "IWA2659",
        "IWA2660",
        "IWA2662",
        "IWA2663",
        "IWA2664",
        "IWA2665",
        "IWA2666",
        "IWA2667",
        "IWA2668",
        "IWA2670",
        "IWA2671",
        "IWA2672",
        "IWA2674",
        "IWA2676",
        "IWA2679",
        "IWA2680",
        "IWA2681",
        "IWA2682",
        "IWA2685",
        "IWA2686",
        "IWA2687",
        "IWA2688",
        "IWA2693",
        "IWA2694",
        "IWA2695",
        "IWA2696",
        "IWA2697",
        "IWA2698",
        "IWA2699",
        "IWA2703",
        "IWA2705",
        "IWA2707",
        "IWA2714",
        "IWA2715",
        "IWA2716",
        "IWA2719",
        "IWA2722",
        "IWA2723",
        "IWA2725",
        "IWA2728",
        "IWA2729",
        "IWA2731",
        "IWA2732",
        "IWA2733",
        "IWA2734",
        "IWA2735",
        "IWA2737",
        "IWA2738",
        "IWA2742",
        "IWA2743",
        "IWA2744",
        "IWA2745",
        "IWA2748",
        "IWA2750",
        "IWA2751",
        "IWA2755",
        "IWA2758",
        "IWA2761",
        "IWA2762",
        "IWA2763",
        "IWA2764",
        "IWA2766",
        "IWA2767",
        "IWA2768",
        "IWA2770",
        "IWA2773",
        "IWA2775",
        "IWA2776",
        "IWA2780",
        "IWA2781",
        "IWA2783",
        "IWA2786",
        "IWA2788",
        "IWA2790",
        "IWA2791",
        "IWA2792",
        "IWA2793",
        "IWA2794",
        "IWA2795",
        "IWA2798",
        "IWA2800",
        "IWA2802",
        "IWA2805",
        "IWA2807",
        "IWA2808",
        "IWA2811",
        "IWA2814",
        "IWA2815",
        "IWA2816",
        "IWA2819",
        "IWA2820",
        "IWA2821",
        "IWA2823",
        "IWA2824",
        "IWA2825",
        "IWA2827",
        "IWA2828",
        "IWA2830",
        "IWA2831",
        "IWA2832",
        "IWA2833",
        "IWA2834",
        "IWA2835",
        "IWA2837",
        "IWA2838",
        "IWA2839",
        "IWA2840",
        "IWA2841",
        "IWA2843",
        "IWA2846",
        "IWA2847",
        "IWA2849",
        "IWA2851",
        "IWA2852",
        "IWA2853",
        "IWA2854",
        "IWA2856",
        "IWA2857",
        "IWA2858",
        "IWA2859",
        "IWA2862",
        "IWA2865",
        "IWA2870",
        "IWA2871",
        "IWA2872",
        "IWA2873",
        "IWA2877",
        "IWA2878",
        "IWA2881",
        "IWA2883",
        "IWA2884",
        "IWA2886",
        "IWA2887",
        "IWA2888",
        "IWA2889",
        "IWA2890",
        "IWA2893",
        "IWA2894",
        "IWA2895",
        "IWA2897",
        "IWA2898",
        "IWA2900",
        "IWA2901",
        "IWA2904",
        "IWA2907",
        "IWA2908",
        "IWA2910",
        "IWA2915",
        "IWA2916",
        "IWA2917",
        "IWA2919",
        "IWA2921",
        "IWA2922",
        "IWA2923",
        "IWA2924",
        "IWA2925",
        "IWA2926",
        "IWA2928",
        "IWA2929",
        "IWA2931",
        "IWA2933",
        "IWA2936",
        "IWA2937",
        "IWA2944",
        "IWA2946",
        "IWA2947",
        "IWA2948",
        "IWA2949",
        "IWA2951",
        "IWA2952",
        "IWA2954",
        "IWA2955",
        "IWA2957",
        "IWA2958",
        "IWA2959",
        "IWA2960",
        "IWA2962",
        "IWA2963",
        "IWA2964",
        "IWA2966",
        "IWA2968",
        "IWA2969",
        "IWA2971",
        "IWA2972",
        "IWA2973",
        "IWA2974",
        "IWA2975",
        "IWA2976",
        "IWA2977",
        "IWA2978",
        "IWA2980",
        "IWA2982",
        "IWA2983",
        "IWA2985",
        "IWA2989",
        "IWA2990",
        "IWA2993",
        "IWA2994",
        "IWA2995",
        "IWA2996",
        "IWA2997",
        "IWA2998",
        "IWA2999",
        "IWA3000",
        "IWA3001",
        "IWA3002",
        "IWA3007",
        "IWA3008",
        "IWA3009",
        "IWA3010",
        "IWA3011",
        "IWA3012",
        "IWA3013",
        "IWA3014",
        "IWA3017",
        "IWA3018",
        "IWA3021",
        "IWA3023",
        "IWA3024",
        "IWA3025",
        "IWA3027",
        "IWA3028",
        "IWA3029",
        "IWA3032",
        "IWA3038",
        "IWA3039",
        "IWA3040",
        "IWA3042",
        "IWA3043",
        "IWA3044",
        "IWA3046",
        "IWA3047",
        "IWA3049",
        "IWA3053",
        "IWA3054",
        "IWA3056",
        "IWA3058",
        "IWA3060",
        "IWA3061",
        "IWA3062",
        "IWA3063",
        "IWA3064",
        "IWA3066",
        "IWA3067",
        "IWA3068",
        "IWA3069",
        "IWA3070",
        "IWA3071",
        "IWA3075",
        "IWA3076",
        "IWA3078",
        "IWA3080",
        "IWA3081",
        "IWA3082",
        "IWA3083",
        "IWA3088",
        "IWA3089",
        "IWA3090",
        "IWA3093",
        "IWA3095",
        "IWA3096",
        "IWA3097",
        "IWA3099",
        "IWA3100",
        "IWA3101",
        "IWA3106",
        "IWA3107",
        "IWA3108",
        "IWA3111",
        "IWA3114",
        "IWA3115",
        "IWA3116",
        "IWA3117",
        "IWA3119",
        "IWA3120",
        "IWA3121",
        "IWA3125",
        "IWA3128",
        "IWA3129",
        "IWA3130",
        "IWA3131",
        "IWA3132",
        "IWA3133",
        "IWA3134",
        "IWA3137",
        "IWA3144",
        "IWA3145",
        "IWA3147",
        "IWA3150",
        "IWA3151",
        "IWA3153",
        "IWA3156",
        "IWA3160",
        "IWA3161",
        "IWA3164",
        "IWA3165",
        "IWA3166",
        "IWA3167",
        "IWA3169",
        "IWA3171",
        "IWA3172",
        "IWA3176",
        "IWA3178",
        "IWA3181",
        "IWA3182",
        "IWA3185",
        "IWA3186",
        "IWA3188",
        "IWA3189",
        "IWA3190",
        "IWA3191",
        "IWA3193",
        "IWA3195",
        "IWA3197",
        "IWA3198",
        "IWA3199",
        "IWA3201",
        "IWA3202",
        "IWA3203",
        "IWA3204",
        "IWA3205",
        "IWA3209",
        "IWA3212",
        "IWA3213",
        "IWA3214",
        "IWA3218",
        "IWA3219",
        "IWA3226",
        "IWA3227",
        "IWA3231",
        "IWA3232",
        "IWA3234",
        "IWA3235",
        "IWA3240",
        "IWA3242",
        "IWA3244",
        "IWA3246",
        "IWA3247",
        "IWA3248",
        "IWA3249",
        "IWA3252",
        "IWA3253",
        "IWA3259",
        "IWA3263",
        "IWA3264",
        "IWA3265",
        "IWA3266",
        "IWA3268",
        "IWA3269",
        "IWA3274",
        "IWA3275",
        "IWA3279",
        "IWA3283",
        "IWA3287",
        "IWA3289",
        "IWA3290",
        "IWA3291",
        "IWA3295",
        "IWA3300",
        "IWA3301",
        "IWA3302",
        "IWA3304",
        "IWA3305",
        "IWA3306",
        "IWA3307",
        "IWA3308",
        "IWA3309",
        "IWA3311",
        "IWA3313",
        "IWA3315",
        "IWA3318",
        "IWA3321",
        "IWA3322",
        "IWA3323",
        "IWA3325",
        "IWA3326",
        "IWA3327",
        "IWA3328",
        "IWA3329",
        "IWA3331",
        "IWA3333",
        "IWA3337",
        "IWA3339",
        "IWA3341",
        "IWA3342",
        "IWA3346",
        "IWA3348",
        "IWA3351",
        "IWA3354",
        "IWA3356",
        "IWA3358",
        "IWA3359",
        "IWA3360",
        "IWA3361",
        "IWA3362",
        "IWA3364",
        "IWA3365",
        "IWA3366",
        "IWA3367",
        "IWA3368",
        "IWA3369",
        "IWA3370",
        "IWA3371",
        "IWA3373",
        "IWA3374",
        "IWA3375",
        "IWA3376",
        "IWA3377",
        "IWA3378",
        "IWA3382",
        "IWA3383",
        "IWA3386",
        "IWA3387",
        "IWA3389",
        "IWA3390",
        "IWA3391",
        "IWA3392",
        "IWA3393",
        "IWA3395",
        "IWA3396",
        "IWA3398",
        "IWA3399",
        "IWA3400",
        "IWA3402",
        "IWA3403",
        "IWA3405",
        "IWA3406",
        "IWA3409",
        "IWA3410",
        "IWA3411",
        "IWA3412",
        "IWA3415",
        "IWA3416",
        "IWA3420",
        "IWA3422",
        "IWA3423",
        "IWA3427",
        "IWA3428",
        "IWA3431",
        "IWA3432",
        "IWA3434",
        "IWA3435",
        "IWA3436",
        "IWA3437",
        "IWA3438",
        "IWA3442",
        "IWA3444",
        "IWA3445",
        "IWA3448",
        "IWA3449",
        "IWA3450",
        "IWA3451",
        "IWA3455",
        "IWA3457",
        "IWA3459",
        "IWA3460",
        "IWA3463",
        "IWA3464",
        "IWA3465",
        "IWA3466",
        "IWA3468",
        "IWA3469",
        "IWA3472",
        "IWA3473",
        "IWA3474",
        "IWA3475",
        "IWA3477",
        "IWA3479",
        "IWA3482",
        "IWA3483",
        "IWA3486",
        "IWA3487",
        "IWA3490",
        "IWA3491",
        "IWA3493",
        "IWA3494",
        "IWA3495",
        "IWA3496",
        "IWA3497",
        "IWA3498",
        "IWA3499",
        "IWA3500",
        "IWA3501",
        "IWA3502",
        "IWA3504",
        "IWA3506",
        "IWA3507",
        "IWA3508",
        "IWA3512",
        "IWA3513",
        "IWA3514",
        "IWA3515",
        "IWA3518",
        "IWA3519",
        "IWA3520",
        "IWA3524",
        "IWA3525",
        "IWA3526",
        "IWA3527",
        "IWA3528",
        "IWA3530",
        "IWA3533",
        "IWA3534",
        "IWA3535",
        "IWA3536",
        "IWA3538",
        "IWA3540",
        "IWA3541",
        "IWA3542",
        "IWA3546",
        "IWA3547",
        "IWA3549",
        "IWA3551",
        "IWA3554",
        "IWA3559",
        "IWA3560",
        "IWA3565",
        "IWA3566",
        "IWA3567",
        "IWA3569",
        "IWA3570",
        "IWA3572",
        "IWA3573",
        "IWA3574",
        "IWA3576",
        "IWA3579",
        "IWA3581",
        "IWA3582",
        "IWA3584",
        "IWA3589",
        "IWA3590",
        "IWA3591",
        "IWA3592",
        "IWA3593",
        "IWA3596",
        "IWA3600",
        "IWA3601",
        "IWA3603",
        "IWA3604",
        "IWA3606",
        "IWA3607",
        "IWA3610",
        "IWA3612",
        "IWA3613",
        "IWA3614",
        "IWA3615",
        "IWA3616",
        "IWA3619",
        "IWA3620",
        "IWA3623",
        "IWA3624",
        "IWA3627",
        "IWA3630",
        "IWA3631",
        "IWA3632",
        "IWA3633",
        "IWA3634",
        "IWA3635",
        "IWA3636",
        "IWA3638",
        "IWA3641",
        "IWA3642",
        "IWA3646",
        "IWA3648",
        "IWA3650",
        "IWA3651",
        "IWA3652",
        "IWA3653",
        "IWA3655",
        "IWA3656",
        "IWA3657",
        "IWA3658",
        "IWA3660",
        "IWA3661",
        "IWA3663",
        "IWA3665",
        "IWA3666",
        "IWA3667",
        "IWA3668",
        "IWA3669",
        "IWA3670",
        "IWA3671",
        "IWA3672",
        "IWA3673",
        "IWA3674",
        "IWA3675",
        "IWA3677",
        "IWA3679",
        "IWA3680",
        "IWA3682",
        "IWA3683",
        "IWA3684",
        "IWA3689",
        "IWA3690",
        "IWA3691",
        "IWA3693",
        "IWA3694",
        "IWA3695",
        "IWA3696",
        "IWA3698",
        "IWA3699",
        "IWA3700",
        "IWA3701",
        "IWA3702",
        "IWA3703",
        "IWA3704",
        "IWA3705",
        "IWA3706",
        "IWA3707",
        "IWA3709",
        "IWA3710",
        "IWA3711",
        "IWA3714",
        "IWA3715",
        "IWA3716",
        "IWA3717",
        "IWA3719",
        "IWA3720",
        "IWA3723",
        "IWA3725",
        "IWA3726",
        "IWA3727",
        "IWA3736",
        "IWA3738",
        "IWA3739",
        "IWA3740",
        "IWA3741",
        "IWA3742",
        "IWA3743",
        "IWA3747",
        "IWA3755",
        "IWA3756",
        "IWA3757",
        "IWA3758",
        "IWA3759",
        "IWA3760",
        "IWA3763",
        "IWA3766",
        "IWA3767",
        "IWA3768",
        "IWA3769",
        "IWA3770",
        "IWA3771",
        "IWA3772",
        "IWA3774",
        "IWA3775",
        "IWA3779",
        "IWA3780",
        "IWA3781",
        "IWA3782",
        "IWA3783",
        "IWA3785",
        "IWA3786",
        "IWA3788",
        "IWA3792",
        "IWA3794",
        "IWA3796",
        "IWA3797",
        "IWA3800",
        "IWA3801",
        "IWA3802",
        "IWA3804",
        "IWA3805",
        "IWA3806",
        "IWA3807",
        "IWA3810",
        "IWA3811",
        "IWA3812",
        "IWA3815",
        "IWA3818",
        "IWA3820",
        "IWA3824",
        "IWA3831",
        "IWA3832",
        "IWA3834",
        "IWA3835",
        "IWA3836",
        "IWA3839",
        "IWA3840",
        "IWA3842",
        "IWA3843",
        "IWA3846",
        "IWA3850",
        "IWA3851",
        "IWA3856",
        "IWA3857",
        "IWA3859",
        "IWA3861",
        "IWA3862",
        "IWA3863",
        "IWA3864",
        "IWA3866",
        "IWA3867",
        "IWA3870",
        "IWA3873",
        "IWA3874",
        "IWA3875",
        "IWA3878",
        "IWA3879",
        "IWA3882",
        "IWA3883",
        "IWA3884",
        "IWA3886",
        "IWA3887",
        "IWA3889",
        "IWA3891",
        "IWA3892",
        "IWA3893",
        "IWA3895",
        "IWA3897",
        "IWA3898",
        "IWA3899",
        "IWA3900",
        "IWA3901",
        "IWA3902",
        "IWA3903",
        "IWA3904",
        "IWA3905",
        "IWA3906",
        "IWA3907",
        "IWA3908",
        "IWA3910",
        "IWA3911",
        "IWA3912",
        "IWA3913",
        "IWA3914",
        "IWA3917",
        "IWA3920",
        "IWA3921",
        "IWA3923",
        "IWA3924",
        "IWA3926",
        "IWA3928",
        "IWA3929",
        "IWA3931",
        "IWA3933",
        "IWA3936",
        "IWA3938",
        "IWA3939",
        "IWA3942",
        "IWA3943",
        "IWA3945",
        "IWA3946",
        "IWA3947",
        "IWA3952",
        "IWA3954",
        "IWA3955",
        "IWA3956",
        "IWA3957",
        "IWA3958",
        "IWA3959",
        "IWA3963",
        "IWA3964",
        "IWA3965",
        "IWA3967",
        "IWA3970",
        "IWA3971",
        "IWA3972",
        "IWA3973",
        "IWA3975",
        "IWA3977",
        "IWA3984",
        "IWA3985",
        "IWA3986",
        "IWA3987",
        "IWA3989",
        "IWA3990",
        "IWA3991",
        "IWA3993",
        "IWA3996",
        "IWA3997",
        "IWA3998",
        "IWA3999",
        "IWA4000",
        "IWA4001",
        "IWA4002",
        "IWA4003",
        "IWA4004",
        "IWA4005",
        "IWA4007",
        "IWA4008",
        "IWA4010",
        "IWA4011",
        "IWA4013",
        "IWA4014",
        "IWA4015",
        "IWA4016",
        "IWA4018",
        "IWA4020",
        "IWA4021",
        "IWA4023",
        "IWA4024",
        "IWA4026",
        "IWA4030",
        "IWA4031",
        "IWA4032",
        "IWA4036",
        "IWA4037",
        "IWA4039",
        "IWA4040",
        "IWA4041",
        "IWA4042",
        "IWA4043",
        "IWA4044",
        "IWA4047",
        "IWA4051",
        "IWA4052",
        "IWA4053",
        "IWA4054",
        "IWA4056",
        "IWA4057",
        "IWA4059",
        "IWA4060",
        "IWA4061",
        "IWA4062",
        "IWA4063",
        "IWA4065",
        "IWA4066",
        "IWA4068",
        "IWA4069",
        "IWA4070",
        "IWA4071",
        "IWA4072",
        "IWA4074",
        "IWA4075",
        "IWA4078",
        "IWA4079",
        "IWA4080",
        "IWA4081",
        "IWA4082",
        "IWA4083",
        "IWA4084",
        "IWA4085",
        "IWA4086",
        "IWA4087",
        "IWA4090",
        "IWA4095",
        "IWA4096",
        "IWA4097",
        "IWA4100",
        "IWA4102",
        "IWA4103",
        "IWA4105",
        "IWA4107",
        "IWA4109",
        "IWA4110",
        "IWA4111",
        "IWA4112",
        "IWA4113",
        "IWA4114",
        "IWA4115",
        "IWA4116",
        "IWA4117",
        "IWA4118",
        "IWA4119",
        "IWA4120",
        "IWA4121",
        "IWA4122",
        "IWA4124",
        "IWA4126",
        "IWA4127",
        "IWA4130",
        "IWA4134",
        "IWA4135",
        "IWA4136",
        "IWA4137",
        "IWA4139",
        "IWA4141",
        "IWA4144",
        "IWA4145",
        "IWA4146",
        "IWA4147",
        "IWA4149",
        "IWA4151",
        "IWA4152",
        "IWA4155",
        "IWA4156",
        "IWA4158",
        "IWA4160",
        "IWA4163",
        "IWA4164",
        "IWA4166",
        "IWA4167",
        "IWA4168",
        "IWA4169",
        "IWA4170",
        "IWA4173",
        "IWA4176",
        "IWA4177",
        "IWA4180",
        "IWA4181",
        "IWA4185",
        "IWA4186",
        "IWA4187",
        "IWA4188",
        "IWA4190",
        "IWA4191",
        "IWA4193",
        "IWA4194",
        "IWA4195",
        "IWA4196",
        "IWA4197",
        "IWA4198",
        "IWA4199",
        "IWA4201",
        "IWA4202",
        "IWA4204",
        "IWA4206",
        "IWA4207",
        "IWA4211",
        "IWA4212",
        "IWA4213",
        "IWA4214",
        "IWA4215",
        "IWA4216",
        "IWA4217",
        "IWA4218",
        "IWA4222",
        "IWA4223",
        "IWA4224",
        "IWA4229",
        "IWA4230",
        "IWA4232",
        "IWA4233",
        "IWA4235",
        "IWA4236",
        "IWA4237",
        "IWA4238",
        "IWA4239",
        "IWA4244",
        "IWA4245",
        "IWA4246",
        "IWA4249",
        "IWA4250",
        "IWA4251",
        "IWA4252",
        "IWA4256",
        "IWA4257",
        "IWA4258",
        "IWA4259",
        "IWA4260",
        "IWA4261",
        "IWA4262",
        "IWA4263",
        "IWA4265",
        "IWA4267",
        "IWA4268",
        "IWA4269",
        "IWA4271",
        "IWA4273",
        "IWA4274",
        "IWA4275",
        "IWA4276",
        "IWA4277",
        "IWA4279",
        "IWA4280",
        "IWA4282",
        "IWA4283",
        "IWA4284",
        "IWA4286",
        "IWA4288",
        "IWA4290",
        "IWA4292",
        "IWA4294",
        "IWA4296",
        "IWA4297",
        "IWA4298",
        "IWA4299",
        "IWA4300",
        "IWA4301",
        "IWA4302",
        "IWA4303",
        "IWA4305",
        "IWA4306",
        "IWA4307",
        "IWA4308",
        "IWA4309",
        "IWA4310",
        "IWA4311",
        "IWA4312",
        "IWA4315",
        "IWA4316",
        "IWA4318",
        "IWA4319",
        "IWA4320",
        "IWA4321",
        "IWA4322",
        "IWA4325",
        "IWA4326",
        "IWA4327",
        "IWA4328",
        "IWA4329",
        "IWA4330",
        "IWA4333",
        "IWA4334",
        "IWA4336",
        "IWA4337",
        "IWA4338",
        "IWA4339",
        "IWA4342",
        "IWA4343",
        "IWA4346",
        "IWA4347",
        "IWA4348",
        "IWA4349",
        "IWA4351",
        "IWA4353",
        "IWA4354",
        "IWA4355",
        "IWA4356",
        "IWA4357",
        "IWA4358",
        "IWA4361",
        "IWA4362",
        "IWA4364",
        "IWA4369",
        "IWA4370",
        "IWA4371",
        "IWA4373",
        "IWA4376",
        "IWA4377",
        "IWA4378",
        "IWA4379",
        "IWA4380",
        "IWA4381",
        "IWA4383",
        "IWA4384",
        "IWA4385",
        "IWA4388",
        "IWA4389",
        "IWA4390",
        "IWA4391",
        "IWA4392",
        "IWA4394",
        "IWA4396",
        "IWA4397",
        "IWA4398",
        "IWA4399",
        "IWA4400",
        "IWA4402",
        "IWA4405",
        "IWA4406",
        "IWA4408",
        "IWA4410",
        "IWA4411",
        "IWA4412",
        "IWA4414",
        "IWA4415",
        "IWA4416",
        "IWA4417",
        "IWA4418",
        "IWA4422",
        "IWA4424",
        "IWA4426",
        "IWA4429",
        "IWA4433",
        "IWA4434",
        "IWA4435",
        "IWA4436",
        "IWA4438",
        "IWA4440",
        "IWA4441",
        "IWA4445",
        "IWA4446",
        "IWA4447",
        "IWA4448",
        "IWA4449",
        "IWA4451",
        "IWA4452",
        "IWA4455",
        "IWA4456",
        "IWA4457",
        "IWA4464",
        "IWA4465",
        "IWA4466",
        "IWA4468",
        "IWA4469",
        "IWA4472",
        "IWA4473",
        "IWA4476",
        "IWA4477",
        "IWA4478",
        "IWA4479",
        "IWA4482",
        "IWA4483",
        "IWA4484",
        "IWA4485",
        "IWA4486",
        "IWA4487",
        "IWA4490",
        "IWA4491",
        "IWA4493",
        "IWA4494",
        "IWA4496",
        "IWA4497",
        "IWA4498",
        "IWA4500",
        "IWA4501",
        "IWA4502",
        "IWA4503",
        "IWA4504",
        "IWA4506",
        "IWA4508",
        "IWA4509",
        "IWA4510",
        "IWA4511",
        "IWA4515",
        "IWA4516",
        "IWA4517",
        "IWA4518",
        "IWA4520",
        "IWA4521",
        "IWA4523",
        "IWA4526",
        "IWA4527",
        "IWA4530",
        "IWA4532",
        "IWA4533",
        "IWA4535",
        "IWA4538",
        "IWA4540",
        "IWA4541",
        "IWA4542",
        "IWA4543",
        "IWA4544",
        "IWA4545",
        "IWA4547",
        "IWA4549",
        "IWA4550",
        "IWA4551",
        "IWA4552",
        "IWA4553",
        "IWA4555",
        "IWA4556",
        "IWA4557",
        "IWA4561",
        "IWA4562",
        "IWA4568",
        "IWA4569",
        "IWA4571",
        "IWA4573",
        "IWA4575",
        "IWA4576",
        "IWA4577",
        "IWA4578",
        "IWA4579",
        "IWA4581",
        "IWA4582",
        "IWA4585",
        "IWA4586",
        "IWA4587",
        "IWA4591",
        "IWA4593",
        "IWA4594",
        "IWA4595",
        "IWA4598",
        "IWA4599",
        "IWA4600",
        "IWA4601",
        "IWA4602",
        "IWA4603",
        "IWA4604",
        "IWA4606",
        "IWA4607",
        "IWA4609",
        "IWA4610",
        "IWA4612",
        "IWA4613",
        "IWA4614",
        "IWA4618",
        "IWA4620",
        "IWA4621",
        "IWA4622",
        "IWA4623",
        "IWA4624",
        "IWA4625",
        "IWA4627",
        "IWA4628",
        "IWA4629",
        "IWA4630",
        "IWA4632",
        "IWA4633",
        "IWA4634",
        "IWA4635",
        "IWA4636",
        "IWA4637",
        "IWA4638",
        "IWA4639",
        "IWA4641",
        "IWA4642",
        "IWA4643",
        "IWA4644",
        "IWA4646",
        "IWA4648",
        "IWA4649",
        "IWA4651",
        "IWA4653",
        "IWA4654",
        "IWA4655",
        "IWA4656",
        "IWA4662",
        "IWA4668",
        "IWA4669",
        "IWA4670",
        "IWA4671",
        "IWA4672",
        "IWA4673",
        "IWA4676",
        "IWA4680",
        "IWA4683",
        "IWA4684",
        "IWA4686",
        "IWA4688",
        "IWA4692",
        "IWA4696",
        "IWA4698",
        "IWA4699",
        "IWA4700",
        "IWA4701",
        "IWA4702",
        "IWA4703",
        "IWA4706",
        "IWA4707",
        "IWA4711",
        "IWA4716",
        "IWA4717",
        "IWA4720",
        "IWA4721",
        "IWA4723",
        "IWA4724",
        "IWA4728",
        "IWA4730",
        "IWA4732",
        "IWA4733",
        "IWA4734",
        "IWA4735",
        "IWA4736",
        "IWA4737",
        "IWA4738",
        "IWA4739",
        "IWA4740",
        "IWA4742",
        "IWA4745",
        "IWA4746",
        "IWA4749",
        "IWA4750",
        "IWA4753",
        "IWA4754",
        "IWA4755",
        "IWA4756",
        "IWA4757",
        "IWA4758",
        "IWA4760",
        "IWA4761",
        "IWA4762",
        "IWA4763",
        "IWA4764",
        "IWA4765",
        "IWA4766",
        "IWA4767",
        "IWA4769",
        "IWA4770",
        "IWA4771",
        "IWA4772",
        "IWA4774",
        "IWA4775",
        "IWA4777",
        "IWA4778",
        "IWA4780",
        "IWA4783",
        "IWA4789",
        "IWA4790",
        "IWA4796",
        "IWA4797",
        "IWA4798",
        "IWA4800",
        "IWA4801",
        "IWA4802",
        "IWA4803",
        "IWA4804",
        "IWA4805",
        "IWA4810",
        "IWA4811",
        "IWA4815",
        "IWA4816",
        "IWA4818",
        "IWA4819",
        "IWA4820",
        "IWA4822",
        "IWA4823",
        "IWA4824",
        "IWA4825",
        "IWA4827",
        "IWA4829",
        "IWA4832",
        "IWA4834",
        "IWA4835",
        "IWA4836",
        "IWA4838",
        "IWA4841",
        "IWA4842",
        "IWA4843",
        "IWA4845",
        "IWA4846",
        "IWA4847",
        "IWA4848",
        "IWA4849",
        "IWA4850",
        "IWA4851",
        "IWA4852",
        "IWA4853",
        "IWA4854",
        "IWA4855",
        "IWA4856",
        "IWA4857",
        "IWA4858",
        "IWA4859",
        "IWA4864",
        "IWA4865",
        "IWA4866",
        "IWA4867",
        "IWA4868",
        "IWA4869",
        "IWA4873",
        "IWA4876",
        "IWA4877",
        "IWA4880",
        "IWA4885",
        "IWA4886",
        "IWA4887",
        "IWA4890",
        "IWA4891",
        "IWA4892",
        "IWA4893",
        "IWA4894",
        "IWA4897",
        "IWA4898",
        "IWA4900",
        "IWA4903",
        "IWA4905",
        "IWA4906",
        "IWA4909",
        "IWA4910",
        "IWA4911",
        "IWA4912",
        "IWA4913",
        "IWA4914",
        "IWA4915",
        "IWA4917",
        "IWA4921",
        "IWA4922",
        "IWA4923",
        "IWA4926",
        "IWA4927",
        "IWA4928",
        "IWA4929",
        "IWA4930",
        "IWA4931",
        "IWA4932",
        "IWA4934",
        "IWA4935",
        "IWA4936",
        "IWA4940",
        "IWA4943",
        "IWA4948",
        "IWA4949",
        "IWA4950",
        "IWA4951",
        "IWA4953",
        "IWA4954",
        "IWA4955",
        "IWA4956",
        "IWA4959",
        "IWA4960",
        "IWA4961",
        "IWA4962",
        "IWA4965",
        "IWA4967",
        "IWA4968",
        "IWA4970",
        "IWA4971",
        "IWA4972",
        "IWA4975",
        "IWA4977",
        "IWA4978",
        "IWA4979",
        "IWA4980",
        "IWA4981",
        "IWA4982",
        "IWA4984",
        "IWA4987",
        "IWA4988",
        "IWA4990",
        "IWA4991",
        "IWA4992",
        "IWA4993",
        "IWA4994",
        "IWA4996",
        "IWA4997",
        "IWA5000",
        "IWA5001",
        "IWA5002",
        "IWA5003",
        "IWA5005",
        "IWA5006",
        "IWA5008",
        "IWA5009",
        "IWA5010",
        "IWA5011",
        "IWA5012",
        "IWA5013",
        "IWA5014",
        "IWA5015",
        "IWA5018",
        "IWA5019",
        "IWA5020",
        "IWA5021",
        "IWA5024",
        "IWA5029",
        "IWA5031",
        "IWA5032",
        "IWA5033",
        "IWA5034",
        "IWA5035",
        "IWA5038",
        "IWA5039",
        "IWA5040",
        "IWA5041",
        "IWA5042",
        "IWA5043",
        "IWA5044",
        "IWA5045",
        "IWA5046",
        "IWA5047",
        "IWA5048",
        "IWA5051",
        "IWA5054",
        "IWA5055",
        "IWA5056",
        "IWA5057",
        "IWA5058",
        "IWA5062",
        "IWA5063",
        "IWA5065",
        "IWA5067",
        "IWA5071",
        "IWA5072",
        "IWA5073",
        "IWA5074",
        "IWA5076",
        "IWA5077",
        "IWA5078",
        "IWA5079",
        "IWA5080",
        "IWA5081",
        "IWA5083",
        "IWA5084",
        "IWA5086",
        "IWA5087",
        "IWA5090",
        "IWA5091",
        "IWA5092",
        "IWA5093",
        "IWA5094",
        "IWA5095",
        "IWA5096",
        "IWA5097",
        "IWA5098",
        "IWA5100",
        "IWA5101",
        "IWA5103",
        "IWA5104",
        "IWA5105",
        "IWA5106",
        "IWA5107",
        "IWA5108",
        "IWA5109",
        "IWA5112",
        "IWA5114",
        "IWA5118",
        "IWA5123",
        "IWA5124",
        "IWA5126",
        "IWA5127",
        "IWA5128",
        "IWA5130",
        "IWA5132",
        "IWA5133",
        "IWA5134",
        "IWA5135",
        "IWA5136",
        "IWA5137",
        "IWA5138",
        "IWA5139",
        "IWA5140",
        "IWA5142",
        "IWA5143",
        "IWA5146",
        "IWA5148",
        "IWA5149",
        "IWA5150",
        "IWA5151",
        "IWA5152",
        "IWA5154",
        "IWA5156",
        "IWA5157",
        "IWA5158",
        "IWA5159",
        "IWA5160",
        "IWA5162",
        "IWA5164",
        "IWA5166",
        "IWA5167",
        "IWA5168",
        "IWA5169",
        "IWA5170",
        "IWA5171",
        "IWA5172",
        "IWA5174",
        "IWA5175",
        "IWA5176",
        "IWA5177",
        "IWA5181",
        "IWA5182",
        "IWA5185",
        "IWA5186",
        "IWA5187",
        "IWA5188",
        "IWA5191",
        "IWA5192",
        "IWA5194",
        "IWA5195",
        "IWA5196",
        "IWA5197",
        "IWA5198",
        "IWA5199",
        "IWA5200",
        "IWA5202",
        "IWA5205",
        "IWA5206",
        "IWA5207",
        "IWA5208",
        "IWA5210",
        "IWA5212",
        "IWA5213",
        "IWA5214",
        "IWA5215",
        "IWA5216",
        "IWA5218",
        "IWA5219",
        "IWA5220",
        "IWA5221",
        "IWA5223",
        "IWA5225",
        "IWA5226",
        "IWA5228",
        "IWA5229",
        "IWA5230",
        "IWA5232",
        "IWA5233",
        "IWA5234",
        "IWA5235",
        "IWA5236",
        "IWA5238",
        "IWA5239",
        "IWA5241",
        "IWA5242",
        "IWA5243",
        "IWA5244",
        "IWA5245",
        "IWA5247",
        "IWA5248",
        "IWA5249",
        "IWA5252",
        "IWA5253",
        "IWA5254",
        "IWA5256",
        "IWA5257",
        "IWA5259",
        "IWA5260",
        "IWA5261",
        "IWA5262",
        "IWA5263",
        "IWA5266",
        "IWA5267",
        "IWA5268",
        "IWA5269",
        "IWA5272",
        "IWA5273",
        "IWA5277",
        "IWA5278",
        "IWA5279",
        "IWA5280",
        "IWA5281",
        "IWA5283",
        "IWA5284",
        "IWA5286",
        "IWA5287",
        "IWA5289",
        "IWA5290",
        "IWA5294",
        "IWA5295",
        "IWA5298",
        "IWA5299",
        "IWA5302",
        "IWA5303",
        "IWA5304",
        "IWA5306",
        "IWA5309",
        "IWA5311",
        "IWA5312",
        "IWA5313",
        "IWA5314",
        "IWA5315",
        "IWA5316",
        "IWA5317",
        "IWA5320",
        "IWA5322",
        "IWA5324",
        "IWA5325",
        "IWA5327",
        "IWA5328",
        "IWA5330",
        "IWA5331",
        "IWA5332",
        "IWA5334",
        "IWA5335",
        "IWA5336",
        "IWA5345",
        "IWA5346",
        "IWA5348",
        "IWA5349",
        "IWA5350",
        "IWA5351",
        "IWA5353",
        "IWA5354",
        "IWA5358",
        "IWA5360",
        "IWA5362",
        "IWA5363",
        "IWA5365",
        "IWA5366",
        "IWA5369",
        "IWA5370",
        "IWA5376",
        "IWA5377",
        "IWA5378",
        "IWA5380",
        "IWA5381",
        "IWA5382",
        "IWA5383",
        "IWA5387",
        "IWA5391",
        "IWA5392",
        "IWA5395",
        "IWA5396",
        "IWA5397",
        "IWA5398",
        "IWA5401",
        "IWA5403",
        "IWA5404",
        "IWA5406",
        "IWA5407",
        "IWA5408",
        "IWA5411",
        "IWA5412",
        "IWA5414",
        "IWA5415",
        "IWA5416",
        "IWA5418",
        "IWA5419",
        "IWA5421",
        "IWA5425",
        "IWA5426",
        "IWA5427",
        "IWA5428",
        "IWA5434",
        "IWA5436",
        "IWA5439",
        "IWA5440",
        "IWA5441",
        "IWA5442",
        "IWA5443",
        "IWA5444",
        "IWA5445",
        "IWA5447",
        "IWA5448",
        "IWA5449",
        "IWA5451",
        "IWA5452",
        "IWA5453",
        "IWA5454",
        "IWA5455",
        "IWA5456",
        "IWA5457",
        "IWA5458",
        "IWA5459",
        "IWA5462",
        "IWA5463",
        "IWA5464",
        "IWA5465",
        "IWA5466",
        "IWA5468",
        "IWA5469",
        "IWA5470",
        "IWA5471",
        "IWA5473",
        "IWA5474",
        "IWA5477",
        "IWA5478",
        "IWA5479",
        "IWA5481",
        "IWA5482",
        "IWA5486",
        "IWA5487",
        "IWA5488",
        "IWA5489",
        "IWA5493",
        "IWA5494",
        "IWA5495",
        "IWA5497",
        "IWA5501",
        "IWA5502",
        "IWA5503",
        "IWA5505",
        "IWA5506",
        "IWA5509",
        "IWA5510",
        "IWA5511",
        "IWA5512",
        "IWA5513",
        "IWA5514",
        "IWA5515",
        "IWA5516",
        "IWA5517",
        "IWA5519",
        "IWA5520",
        "IWA5521",
        "IWA5522",
        "IWA5523",
        "IWA5525",
        "IWA5526",
        "IWA5528",
        "IWA5529",
        "IWA5530",
        "IWA5531",
        "IWA5532",
        "IWA5537",
        "IWA5539",
        "IWA5541",
        "IWA5542",
        "IWA5544",
        "IWA5546",
        "IWA5547",
        "IWA5548",
        "IWA5550",
        "IWA5551",
        "IWA5552",
        "IWA5554",
        "IWA5555",
        "IWA5556",
        "IWA5557",
        "IWA5559",
        "IWA5560",
        "IWA5561",
        "IWA5565",
        "IWA5566",
        "IWA5567",
        "IWA5574",
        "IWA5575",
        "IWA5576",
        "IWA5578",
        "IWA5579",
        "IWA5580",
        "IWA5581",
        "IWA5582",
        "IWA5585",
        "IWA5586",
        "IWA5588",
        "IWA5589",
        "IWA5591",
        "IWA5592",
        "IWA5593",
        "IWA5594",
        "IWA5595",
        "IWA5596",
        "IWA5597",
        "IWA5598",
        "IWA5600",
        "IWA5603",
        "IWA5604",
        "IWA5605",
        "IWA5606",
        "IWA5609",
        "IWA5610",
        "IWA5613",
        "IWA5614",
        "IWA5617",
        "IWA5618",
        "IWA5619",
        "IWA5621",
        "IWA5623",
        "IWA5625",
        "IWA5626",
        "IWA5629",
        "IWA5630",
        "IWA5631",
        "IWA5632",
        "IWA5634",
        "IWA5635",
        "IWA5636",
        "IWA5637",
        "IWA5638",
        "IWA5640",
        "IWA5642",
        "IWA5644",
        "IWA5645",
        "IWA5647",
        "IWA5650",
        "IWA5651",
        "IWA5652",
        "IWA5654",
        "IWA5656",
        "IWA5659",
        "IWA5660",
        "IWA5661",
        "IWA5662",
        "IWA5663",
        "IWA5664",
        "IWA5665",
        "IWA5666",
        "IWA5669",
        "IWA5670",
        "IWA5671",
        "IWA5672",
        "IWA5677",
        "IWA5678",
        "IWA5679",
        "IWA5681",
        "IWA5682",
        "IWA5683",
        "IWA5685",
        "IWA5686",
        "IWA5688",
        "IWA5689",
        "IWA5691",
        "IWA5692",
        "IWA5698",
        "IWA5699",
        "IWA5702",
        "IWA5706",
        "IWA5708",
        "IWA5710",
        "IWA5711",
        "IWA5712",
        "IWA5714",
        "IWA5717",
        "IWA5718",
        "IWA5719",
        "IWA5721",
        "IWA5722",
        "IWA5723",
        "IWA5724",
        "IWA5728",
        "IWA5730",
        "IWA5732",
        "IWA5735",
        "IWA5739",
        "IWA5741",
        "IWA5742",
        "IWA5743",
        "IWA5746",
        "IWA5747",
        "IWA5748",
        "IWA5749",
        "IWA5753",
        "IWA5754",
        "IWA5755",
        "IWA5759",
        "IWA5762",
        "IWA5763",
        "IWA5764",
        "IWA5767",
        "IWA5768",
        "IWA5769",
        "IWA5773",
        "IWA5774",
        "IWA5775",
        "IWA5777",
        "IWA5779",
        "IWA5781",
        "IWA5784",
        "IWA5785",
        "IWA5786",
        "IWA5787",
        "IWA5788",
        "IWA5792",
        "IWA5793",
        "IWA5794",
        "IWA5795",
        "IWA5801",
        "IWA5802",
        "IWA5803",
        "IWA5804",
        "IWA5805",
        "IWA5807",
        "IWA5808",
        "IWA5811",
        "IWA5813",
        "IWA5818",
        "IWA5821",
        "IWA5822",
        "IWA5824",
        "IWA5826",
        "IWA5830",
        "IWA5831",
        "IWA5832",
        "IWA5836",
        "IWA5837",
        "IWA5838",
        "IWA5840",
        "IWA5841",
        "IWA5842",
        "IWA5843",
        "IWA5844",
        "IWA5845",
        "IWA5846",
        "IWA5847",
        "IWA5849",
        "IWA5851",
        "IWA5856",
        "IWA5857",
        "IWA5860",
        "IWA5865",
        "IWA5866",
        "IWA5867",
        "IWA5869",
        "IWA5870",
        "IWA5871",
        "IWA5872",
        "IWA5873",
        "IWA5880",
        "IWA5881",
        "IWA5884",
        "IWA5885",
        "IWA5886",
        "IWA5888",
        "IWA5890",
        "IWA5891",
        "IWA5892",
        "IWA5893",
        "IWA5895",
        "IWA5896",
        "IWA5897",
        "IWA5898",
        "IWA5899",
        "IWA5900",
        "IWA5902",
        "IWA5904",
        "IWA5905",
        "IWA5912",
        "IWA5913",
        "IWA5914",
        "IWA5915",
        "IWA5916",
        "IWA5919",
        "IWA5923",
        "IWA5924",
        "IWA5925",
        "IWA5926",
        "IWA5927",
        "IWA5929",
        "IWA5930",
        "IWA5938",
        "IWA5939",
        "IWA5940",
        "IWA5941",
        "IWA5942",
        "IWA5943",
        "IWA5945",
        "IWA5947",
        "IWA5956",
        "IWA5959",
        "IWA5960",
        "IWA5962",
        "IWA5963",
        "IWA5964",
        "IWA5966",
        "IWA5967",
        "IWA5968",
        "IWA5969",
        "IWA5970",
        "IWA5973",
        "IWA5975",
        "IWA5977",
        "IWA5980",
        "IWA5982",
        "IWA5983",
        "IWA5984",
        "IWA5985",
        "IWA5986",
        "IWA5994",
        "IWA5995",
        "IWA5996",
        "IWA6000",
        "IWA6003",
        "IWA6004",
        "IWA6005",
        "IWA6009",
        "IWA6012",
        "IWA6013",
        "IWA6014",
        "IWA6016",
        "IWA6017",
        "IWA6019",
        "IWA6020",
        "IWA6024",
        "IWA6026",
        "IWA6028",
        "IWA6029",
        "IWA6030",
        "IWA6031",
        "IWA6032",
        "IWA6033",
        "IWA6036",
        "IWA6037",
        "IWA6042",
        "IWA6044",
        "IWA6045",
        "IWA6048",
        "IWA6049",
        "IWA6052",
        "IWA6056",
        "IWA6059",
        "IWA6060",
        "IWA6061",
        "IWA6062",
        "IWA6063",
        "IWA6065",
        "IWA6068",
        "IWA6069",
        "IWA6070",
        "IWA6071",
        "IWA6073",
        "IWA6076",
        "IWA6084",
        "IWA6085",
        "IWA6088",
        "IWA6090",
        "IWA6093",
        "IWA6097",
        "IWA6100",
        "IWA6101",
        "IWA6103",
        "IWA6104",
        "IWA6105",
        "IWA6107",
        "IWA6108",
        "IWA6111",
        "IWA6112",
        "IWA6115",
        "IWA6116",
        "IWA6117",
        "IWA6119",
        "IWA6121",
        "IWA6123",
        "IWA6124",
        "IWA6125",
        "IWA6126",
        "IWA6127",
        "IWA6131",
        "IWA6133",
        "IWA6134",
        "IWA6136",
        "IWA6137",
        "IWA6139",
        "IWA6142",
        "IWA6143",
        "IWA6144",
        "IWA6146",
        "IWA6147",
        "IWA6148",
        "IWA6152",
        "IWA6153",
        "IWA6157",
        "IWA6164",
        "IWA6165",
        "IWA6166",
        "IWA6169",
        "IWA6170",
        "IWA6171",
        "IWA6174",
        "IWA6175",
        "IWA6178",
        "IWA6181",
        "IWA6182",
        "IWA6185",
        "IWA6186",
        "IWA6187",
        "IWA6189",
        "IWA6190",
        "IWA6192",
        "IWA6193",
        "IWA6196",
        "IWA6200",
        "IWA6201",
        "IWA6205",
        "IWA6208",
        "IWA6209",
        "IWA6210",
        "IWA6211",
        "IWA6212",
        "IWA6213",
        "IWA6216",
        "IWA6221",
        "IWA6222",
        "IWA6226",
        "IWA6227",
        "IWA6230",
        "IWA6233",
        "IWA6235",
        "IWA6236",
        "IWA6237",
        "IWA6240",
        "IWA6243",
        "IWA6244",
        "IWA6247",
        "IWA6250",
        "IWA6251",
        "IWA6253",
        "IWA6254",
        "IWA6256",
        "IWA6259",
        "IWA6260",
        "IWA6262",
        "IWA6263",
        "IWA6265",
        "IWA6266",
        "IWA6270",
        "IWA6273",
        "IWA6274",
        "IWA6276",
        "IWA6279",
        "IWA6283",
        "IWA6288",
        "IWA6290",
        "IWA6291",
        "IWA6292",
        "IWA6293",
        "IWA6294",
        "IWA6295",
        "IWA6297",
        "IWA6299",
        "IWA6300",
        "IWA6301",
        "IWA6304",
        "IWA6306",
        "IWA6307",
        "IWA6312",
        "IWA6316",
        "IWA6317",
        "IWA6322",
        "IWA6332",
        "IWA6334",
        "IWA6337",
        "IWA6338",
        "IWA6340",
        "IWA6341",
        "IWA6344",
        "IWA6357",
        "IWA6360",
        "IWA6361",
        "IWA6364",
        "IWA6366",
        "IWA6369",
        "IWA6375",
        "IWA6376",
        "IWA6377",
        "IWA6382",
        "IWA6383",
        "IWA6388",
        "IWA6391",
        "IWA6396",
        "IWA6397",
        "IWA6401",
        "IWA6402",
        "IWA6404",
        "IWA6409",
        "IWA6411",
        "IWA6412",
        "IWA6413",
        "IWA6414",
        "IWA6418",
        "IWA6427",
        "IWA6428",
        "IWA6429",
        "IWA6431",
        "IWA6436",
        "IWA6438",
        "IWA6439",
        "IWA6440",
        "IWA6441",
        "IWA6443",
        "IWA6447",
        "IWA6451",
        "IWA6453",
        "IWA6457",
        "IWA6460",
        "IWA6461",
        "IWA6463",
        "IWA6464",
        "IWA6466",
        "IWA6467",
        "IWA6471",
        "IWA6472",
        "IWA6476",
        "IWA6477",
        "IWA6479",
        "IWA6480",
        "IWA6482",
        "IWA6485",
        "IWA6493",
        "IWA6494",
        "IWA6497",
        "IWA6499",
        "IWA6501",
        "IWA6507",
        "IWA6508",
        "IWA6509",
        "IWA6510",
        "IWA6512",
        "IWA6513",
        "IWA6514",
        "IWA6517",
        "IWA6518",
        "IWA6519",
        "IWA6522",
        "IWA6523",
        "IWA6527",
        "IWA6529",
        "IWA6530",
        "IWA6531",
        "IWA6533",
        "IWA6534",
        "IWA6535",
        "IWA6540",
        "IWA6542",
        "IWA6544",
        "IWA6548",
        "IWA6550",
        "IWA6553",
        "IWA6554",
        "IWA6555",
        "IWA6558",
        "IWA6561",
        "IWA6562",
        "IWA6563",
        "IWA6565",
        "IWA6567",
        "IWA6568",
        "IWA6571",
        "IWA6573",
        "IWA6576",
        "IWA6578",
        "IWA6579",
        "IWA6580",
        "IWA6581",
        "IWA6586",
        "IWA6588",
        "IWA6589",
        "IWA6591",
        "IWA6595",
        "IWA6596",
        "IWA6597",
        "IWA6599",
        "IWA6600",
        "IWA6601",
        "IWA6602",
        "IWA6606",
        "IWA6609",
        "IWA6610",
        "IWA6611",
        "IWA6617",
        "IWA6618",
        "IWA6619",
        "IWA6620",
        "IWA6622",
        "IWA6624",
        "IWA6625",
        "IWA6628",
        "IWA6629",
        "IWA6630",
        "IWA6631",
        "IWA6632",
        "IWA6636",
        "IWA6637",
        "IWA6638",
        "IWA6639",
        "IWA6641",
        "IWA6642",
        "IWA6644",
        "IWA6645",
        "IWA6647",
        "IWA6648",
        "IWA6649",
        "IWA6651",
        "IWA6652",
        "IWA6654",
        "IWA6655",
        "IWA6656",
        "IWA6659",
        "IWA6660",
        "IWA6661",
        "IWA6663",
        "IWA6664",
        "IWA6667",
        "IWA6672",
        "IWA6673",
        "IWA6674",
        "IWA6677",
        "IWA6678",
        "IWA6680",
        "IWA6681",
        "IWA6682",
        "IWA6683",
        "IWA6689",
        "IWA6690",
        "IWA6692",
        "IWA6693",
        "IWA6694",
        "IWA6696",
        "IWA6699",
        "IWA6701",
        "IWA6702",
        "IWA6703",
        "IWA6705",
        "IWA6707",
        "IWA6708",
        "IWA6711",
        "IWA6712",
        "IWA6713",
        "IWA6716",
        "IWA6718",
        "IWA6719",
        "IWA6720",
        "IWA6721",
        "IWA6724",
        "IWA6727",
        "IWA6729",
        "IWA6730",
        "IWA6731",
        "IWA6733",
        "IWA6734",
        "IWA6736",
        "IWA6737",
        "IWA6745",
        "IWA6748",
        "IWA6751",
        "IWA6753",
        "IWA6756",
        "IWA6758",
        "IWA6761",
        "IWA6762",
        "IWA6766",
        "IWA6767",
        "IWA6768",
        "IWA6770",
        "IWA6773",
        "IWA6775",
        "IWA6777",
        "IWA6778",
        "IWA6779",
        "IWA6782",
        "IWA6783",
        "IWA6785",
        "IWA6786",
        "IWA6787",
        "IWA6788",
        "IWA6791",
        "IWA6792",
        "IWA6793",
        "IWA6794",
        "IWA6796",
        "IWA6798",
        "IWA6802",
        "IWA6805",
        "IWA6806",
        "IWA6807",
        "IWA6810",
        "IWA6811",
        "IWA6813",
        "IWA6814",
        "IWA6817",
        "IWA6820",
        "IWA6822",
        "IWA6825",
        "IWA6826",
        "IWA6827",
        "IWA6830",
        "IWA6831",
        "IWA6833",
        "IWA6835",
        "IWA6839",
        "IWA6840",
        "IWA6841",
        "IWA6846",
        "IWA6852",
        "IWA6853",
        "IWA6857",
        "IWA6858",
        "IWA6859",
        "IWA6866",
        "IWA6867",
        "IWA6869",
        "IWA6871",
        "IWA6872",
        "IWA6873",
        "IWA6874",
        "IWA6875",
        "IWA6877",
        "IWA6881",
        "IWA6882",
        "IWA6883",
        "IWA6885",
        "IWA6887",
        "IWA6890",
        "IWA6892",
        "IWA6893",
        "IWA6894",
        "IWA6895",
        "IWA6898",
        "IWA6904",
        "IWA6905",
        "IWA6906",
        "IWA6907",
        "IWA6909",
        "IWA6910",
        "IWA6911",
        "IWA6912",
        "IWA6914",
        "IWA6916",
        "IWA6917",
        "IWA6918",
        "IWA6919",
        "IWA6920",
        "IWA6921",
        "IWA6922",
        "IWA6923",
        "IWA6927",
        "IWA6930",
        "IWA6931",
        "IWA6934",
        "IWA6936",
        "IWA6937",
        "IWA6938",
        "IWA6939",
        "IWA6940",
        "IWA6942",
        "IWA6945",
        "IWA6949",
        "IWA6953",
        "IWA6955",
        "IWA6961",
        "IWA6962",
        "IWA6965",
        "IWA6969",
        "IWA6970",
        "IWA6971",
        "IWA6972",
        "IWA6979",
        "IWA6981",
        "IWA6982",
        "IWA6984",
        "IWA6987",
        "IWA6988",
        "IWA6994",
        "IWA6996",
        "IWA6997",
        "IWA7001",
        "IWA7005",
        "IWA7006",
        "IWA7007",
        "IWA7009",
        "IWA7010",
        "IWA7011",
        "IWA7012",
        "IWA7014",
        "IWA7015",
        "IWA7017",
        "IWA7018",
        "IWA7020",
        "IWA7021",
        "IWA7022",
        "IWA7023",
        "IWA7024",
        "IWA7028",
        "IWA7029",
        "IWA7030",
        "IWA7031",
        "IWA7033",
        "IWA7034",
        "IWA7035",
        "IWA7036",
        "IWA7040",
        "IWA7042",
        "IWA7043",
        "IWA7048",
        "IWA7050",
        "IWA7051",
        "IWA7052",
        "IWA7053",
        "IWA7055",
        "IWA7056",
        "IWA7058",
        "IWA7061",
        "IWA7063",
        "IWA7065",
        "IWA7066",
        "IWA7071",
        "IWA7073",
        "IWA7074",
        "IWA7075",
        "IWA7076",
        "IWA7077",
        "IWA7078",
        "IWA7079",
        "IWA7082",
        "IWA7085",
        "IWA7086",
        "IWA7090",
        "IWA7092",
        "IWA7093",
        "IWA7095",
        "IWA7096",
        "IWA7098",
        "IWA7100",
        "IWA7104",
        "IWA7106",
        "IWA7107",
        "IWA7111",
        "IWA7112",
        "IWA7115",
        "IWA7116",
        "IWA7119",
        "IWA7120",
        "IWA7121",
        "IWA7123",
        "IWA7124",
        "IWA7127",
        "IWA7129",
        "IWA7130",
        "IWA7131",
        "IWA7133",
        "IWA7134",
        "IWA7135",
        "IWA7141",
        "IWA7142",
        "IWA7143",
        "IWA7144",
        "IWA7145",
        "IWA7146",
        "IWA7147",
        "IWA7150",
        "IWA7151",
        "IWA7153",
        "IWA7154",
        "IWA7156",
        "IWA7159",
        "IWA7161",
        "IWA7162",
        "IWA7166",
        "IWA7167",
        "IWA7168",
        "IWA7170",
        "IWA7173",
        "IWA7175",
        "IWA7178",
        "IWA7179",
        "IWA7180",
        "IWA7185",
        "IWA7186",
        "IWA7188",
        "IWA7189",
        "IWA7191",
        "IWA7192",
        "IWA7193",
        "IWA7195",
        "IWA7200",
        "IWA7201",
        "IWA7204",
        "IWA7205",
        "IWA7206",
        "IWA7209",
        "IWA7215",
        "IWA7216",
        "IWA7217",
        "IWA7225",
        "IWA7226",
        "IWA7227",
        "IWA7231",
        "IWA7233",
        "IWA7234",
        "IWA7236",
        "IWA7237",
        "IWA7238",
        "IWA7240",
        "IWA7242",
        "IWA7244",
        "IWA7247",
        "IWA7248",
        "IWA7255",
        "IWA7256",
        "IWA7257",
        "IWA7258",
        "IWA7260",
        "IWA7261",
        "IWA7263",
        "IWA7266",
        "IWA7268",
        "IWA7270",
        "IWA7271",
        "IWA7274",
        "IWA7275",
        "IWA7276",
        "IWA7282",
        "IWA7283",
        "IWA7285",
        "IWA7286",
        "IWA7287",
        "IWA7288",
        "IWA7290",
        "IWA7293",
        "IWA7294",
        "IWA7295",
        "IWA7297",
        "IWA7299",
        "IWA7300",
        "IWA7302",
        "IWA7303",
        "IWA7306",
        "IWA7307",
        "IWA7311",
        "IWA7312",
        "IWA7318",
        "IWA7319",
        "IWA7322",
        "IWA7323",
        "IWA7324",
        "IWA7325",
        "IWA7326",
        "IWA7328",
        "IWA7329",
        "IWA7330",
        "IWA7331",
        "IWA7332",
        "IWA7333",
        "IWA7336",
        "IWA7342",
        "IWA7346",
        "IWA7348",
        "IWA7351",
        "IWA7353",
        "IWA7354",
        "IWA7355",
        "IWA7359",
        "IWA7360",
        "IWA7361",
        "IWA7362",
        "IWA7364",
        "IWA7371",
        "IWA7372",
        "IWA7377",
        "IWA7378",
        "IWA7380",
        "IWA7384",
        "IWA7387",
        "IWA7389",
        "IWA7392",
        "IWA7394",
        "IWA7395",
        "IWA7397",
        "IWA7400",
        "IWA7401",
        "IWA7402",
        "IWA7403",
        "IWA7404",
        "IWA7405",
        "IWA7406",
        "IWA7408",
        "IWA7409",
        "IWA7410",
        "IWA7412",
        "IWA7413",
        "IWA7415",
        "IWA7420",
        "IWA7421",
        "IWA7422",
        "IWA7428",
        "IWA7429",
        "IWA7430",
        "IWA7432",
        "IWA7433",
        "IWA7437",
        "IWA7438",
        "IWA7439",
        "IWA7440",
        "IWA7442",
        "IWA7446",
        "IWA7449",
        "IWA7450",
        "IWA7457",
        "IWA7458",
        "IWA7460",
        "IWA7461",
        "IWA7463",
        "IWA7464",
        "IWA7466",
        "IWA7469",
        "IWA7470",
        "IWA7471",
        "IWA7476",
        "IWA7478",
        "IWA7480",
        "IWA7484",
        "IWA7485",
        "IWA7488",
        "IWA7489",
        "IWA7490",
        "IWA7491",
        "IWA7492",
        "IWA7497",
        "IWA7499",
        "IWA7504",
        "IWA7505",
        "IWA7506",
        "IWA7507",
        "IWA7509",
        "IWA7510",
        "IWA7512",
        "IWA7513",
        "IWA7515",
        "IWA7516",
        "IWA7517",
        "IWA7519",
        "IWA7520",
        "IWA7521",
        "IWA7522",
        "IWA7524",
        "IWA7526",
        "IWA7529",
        "IWA7530",
        "IWA7531",
        "IWA7533",
        "IWA7534",
        "IWA7541",
        "IWA7542",
        "IWA7544",
        "IWA7547",
        "IWA7548",
        "IWA7549",
        "IWA7551",
        "IWA7552",
        "IWA7553",
        "IWA7554",
        "IWA7555",
        "IWA7557",
        "IWA7559",
        "IWA7560",
        "IWA7561",
        "IWA7562",
        "IWA7563",
        "IWA7564",
        "IWA7565",
        "IWA7566",
        "IWA7567",
        "IWA7571",
        "IWA7572",
        "IWA7573",
        "IWA7575",
        "IWA7577",
        "IWA7579",
        "IWA7582",
        "IWA7590",
        "IWA7594",
        "IWA7595",
        "IWA7599",
        "IWA7602",
        "IWA7604",
        "IWA7608",
        "IWA7609",
        "IWA7610",
        "IWA7611",
        "IWA7612",
        "IWA7613",
        "IWA7616",
        "IWA7618",
        "IWA7625",
        "IWA7626",
        "IWA7628",
        "IWA7632",
        "IWA7633",
        "IWA7635",
        "IWA7637",
        "IWA7639",
        "IWA7641",
        "IWA7643",
        "IWA7644",
        "IWA7647",
        "IWA7649",
        "IWA7650",
        "IWA7651",
        "IWA7653",
        "IWA7656",
        "IWA7660",
        "IWA7661",
        "IWA7662",
        "IWA7663",
        "IWA7665",
        "IWA7666",
        "IWA7668",
        "IWA7669",
        "IWA7675",
        "IWA7679",
        "IWA7680",
        "IWA7682",
        "IWA7684",
        "IWA7690",
        "IWA7691",
        "IWA7695",
        "IWA7696",
        "IWA7697",
        "IWA7699",
        "IWA7700",
        "IWA7702",
        "IWA7705",
        "IWA7707",
        "IWA7708",
        "IWA7709",
        "IWA7712",
        "IWA7713",
        "IWA7715",
        "IWA7716",
        "IWA7717",
        "IWA7718",
        "IWA7720",
        "IWA7721",
        "IWA7722",
        "IWA7723",
        "IWA7725",
        "IWA7728",
        "IWA7731",
        "IWA7732",
        "IWA7733",
        "IWA7735",
        "IWA7737",
        "IWA7740",
        "IWA7742",
        "IWA7743",
        "IWA7747",
        "IWA7748",
        "IWA7749",
        "IWA7750",
        "IWA7752",
        "IWA7754",
        "IWA7755",
        "IWA7756",
        "IWA7759",
        "IWA7765",
        "IWA7769",
        "IWA7773",
        "IWA7776",
        "IWA7783",
        "IWA7787",
        "IWA7795",
        "IWA7797",
        "IWA7798",
        "IWA7799",
        "IWA7800",
        "IWA7801",
        "IWA7804",
        "IWA7808",
        "IWA7809",
        "IWA7810",
        "IWA7812",
        "IWA7815",
        "IWA7816",
        "IWA7817",
        "IWA7818",
        "IWA7825",
        "IWA7826",
        "IWA7827",
        "IWA7828",
        "IWA7830",
        "IWA7831",
        "IWA7833",
        "IWA7834",
        "IWA7835",
        "IWA7836",
        "IWA7837",
        "IWA7838",
        "IWA7840",
        "IWA7844",
        "IWA7846",
        "IWA7847",
        "IWA7848",
        "IWA7850",
        "IWA7855",
        "IWA7857",
        "IWA7859",
        "IWA7860",
        "IWA7861",
        "IWA7862",
        "IWA7863",
        "IWA7864",
        "IWA7868",
        "IWA7869",
        "IWA7872",
        "IWA7873",
        "IWA7875",
        "IWA7877",
        "IWA7884",
        "IWA7886",
        "IWA7887",
        "IWA7888",
        "IWA7889",
        "IWA7891",
        "IWA7892",
        "IWA7893",
        "IWA7894",
        "IWA7895",
        "IWA7896",
        "IWA7897",
        "IWA7898",
        "IWA7900",
        "IWA7901",
        "IWA7903",
        "IWA7905",
        "IWA7907",
        "IWA7908",
        "IWA7909",
        "IWA7910",
        "IWA7914",
        "IWA7917",
        "IWA7921",
        "IWA7922",
        "IWA7925",
        "IWA7929",
        "IWA7930",
        "IWA7933",
        "IWA7934",
        "IWA7935",
        "IWA7936",
        "IWA7937",
        "IWA7940",
        "IWA7941",
        "IWA7944",
        "IWA7945",
        "IWA7946",
        "IWA7947",
        "IWA7951",
        "IWA7954",
        "IWA7955",
        "IWA7956",
        "IWA7959",
        "IWA7961",
        "IWA7962",
        "IWA7963",
        "IWA7965",
        "IWA7969",
        "IWA7970",
        "IWA7971",
        "IWA7972",
        "IWA7973",
        "IWA7974",
        "IWA7976",
        "IWA7982",
        "IWA7989",
        "IWA7990",
        "IWA7992",
        "IWA7995",
        "IWA7997",
        "IWA7999",
        "IWA8002",
        "IWA8005",
        "IWA8007",
        "IWA8008",
        "IWA8009",
        "IWA8011",
        "IWA8012",
        "IWA8013",
        "IWA8015",
        "IWA8016",
        "IWA8018",
        "IWA8021",
        "IWA8022",
        "IWA8026",
        "IWA8027",
        "IWA8028",
        "IWA8032",
        "IWA8033",
        "IWA8035",
        "IWA8036",
        "IWA8040",
        "IWA8047",
        "IWA8048",
        "IWA8051",
        "IWA8053",
        "IWA8057",
        "IWA8058",
        "IWA8059",
        "IWA8061",
        "IWA8064",
        "IWA8069",
        "IWA8070",
        "IWA8072",
        "IWA8075",
        "IWA8076",
        "IWA8080",
        "IWA8081",
        "IWA8082",
        "IWA8086",
        "IWA8087",
        "IWA8097",
        "IWA8098",
        "IWA8101",
        "IWA8104",
        "IWA8105",
        "IWA8106",
        "IWA8107",
        "IWA8108",
        "IWA8109",
        "IWA8110",
        "IWA8111",
        "IWA8112",
        "IWA8113",
        "IWA8115",
        "IWA8116",
        "IWA8118",
        "IWA8119",
        "IWA8122",
        "IWA8129",
        "IWA8130",
        "IWA8134",
        "IWA8135",
        "IWA8137",
        "IWA8138",
        "IWA8148",
        "IWA8149",
        "IWA8150",
        "IWA8153",
        "IWA8154",
        "IWA8155",
        "IWA8156",
        "IWA8157",
        "IWA8161",
        "IWA8163",
        "IWA8164",
        "IWA8165",
        "IWA8167",
        "IWA8173",
        "IWA8174",
        "IWA8177",
        "IWA8178",
        "IWA8180",
        "IWA8182",
        "IWA8184",
        "IWA8185",
        "IWA8186",
        "IWA8187",
        "IWA8189",
        "IWA8190",
        "IWA8192",
        "IWA8193",
        "IWA8195",
        "IWA8196",
        "IWA8198",
        "IWA8199",
        "IWA8201",
        "IWA8202",
        "IWA8203",
        "IWA8205",
        "IWA8209",
        "IWA8210",
        "IWA8213",
        "IWA8214",
        "IWA8215",
        "IWA8220",
        "IWA8227",
        "IWA8230",
        "IWA8232",
        "IWA8233",
        "IWA8236",
        "IWA8238",
        "IWA8244",
        "IWA8248",
        "IWA8254",
        "IWA8255",
        "IWA8262",
        "IWA8263",
        "IWA8265",
        "IWA8270",
        "IWA8275",
        "IWA8280",
        "IWA8281",
        "IWA8283",
        "IWA8284",
        "IWA8286",
        "IWA8290",
        "IWA8293",
        "IWA8294",
        "IWA8295",
        "IWA8300",
        "IWA8303",
        "IWA8304",
        "IWA8306",
        "IWA8307",
        "IWA8313",
        "IWA8320",
        "IWA8324",
        "IWA8326",
        "IWA8328",
        "IWA8332",
        "IWA8334",
        "IWA8336",
        "IWA8337",
        "IWA8338",
        "IWA8343",
        "IWA8345",
        "IWA8348",
        "IWA8351",
        "IWA8359",
        "IWA8365",
        "IWA8368",
        "IWA8375",
        "IWA8377",
        "IWA8378",
        "IWA8380",
        "IWA8385",
        "IWA8386",
        "IWA8388",
        "IWA8389",
        "IWA8390",
        "IWA8392",
        "IWA8394",
        "IWA8395",
        "IWA8402",
        "IWA8405",
        "IWA8414",
        "IWA8418",
        "IWA8419",
        "IWA8424",
        "IWA8430",
        "IWA8431",
        "IWA8432",
        "IWA8438",
        "IWA8440",
        "IWA8441",
        "IWA8444",
        "IWA8446",
        "IWA8449",
        "IWA8454",
        "IWA8455",
        "IWA8456",
        "IWA8457",
        "IWA8460",
        "IWA8464",
        "IWA8465",
        "IWA8470",
        "IWA8473",
        "IWA8478",
        "IWA8480",
        "IWA8482",
        "IWA8483",
        "IWA8485",
        "IWA8490",
        "IWA8491",
        "IWA8496",
        "IWA8499",
        "IWA8502",
        "IWA8508",
        "IWA8510",
        "IWA8513",
        "IWA8517",
        "IWA8518",
        "IWA8519",
        "IWA8520",
        "IWA8522",
        "IWA8525",
        "IWA8526",
        "IWA8528",
        "IWA8531",
        "IWA8534",
        "IWA8539",
        "IWA8543",
        "IWA8550",
        "IWA8551",
        "IWA8555",
        "IWA8558",
        "IWA8559",
        "IWA8563",
        "IWA8564",
        "IWA8566",
        "IWA8568",
        "IWA8569",
        "IWA8577",
        "IWA8581",
        "IWA8582",
        "IWA8583",
        "IWA8585",
        "IWA8594",
        "IWA8603",
        "IWA8606",
        "IWA8615",
        "IWA8617",
        "IWA8619",
        "IWA8628",
        "IWA8630",
        "IWA8631"
      ],
      "rows": 200,
      "table": true,
      "tojson": true
    },
    {
      "name": "Wheat.Y",
      "title": "Adult plant height (estimated genetic values) for 1182 elite wheat lines",
      "object": "WheatData",
      "file": "WheatData.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "id",
        "plant.height"
      ],
      "rows": 200,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "a_optimality",
      "title": "A-optimality criterion for experimental design",
      "topics": [
        "a_optimality"
      ]
    },
    {
      "page": "adaptive_mutation_rate",
      "title": "Adaptive mutation rate based on population diversity",
      "topics": [
        "adaptive_mutation_rate"
      ]
    },
    {
      "page": "block_matrix_mult",
      "title": "Efficient block matrix multiplication",
      "topics": [
        "block_matrix_mult"
      ]
    },
    {
      "page": "cache_stats",
      "title": "Get cache statistics",
      "topics": [
        "cache_stats"
      ]
    },
    {
      "page": "calculate_crowding_distance",
      "title": "Calculate crowding distance for diversity preservation",
      "topics": [
        "calculate_crowding_distance"
      ]
    },
    {
      "page": "calculate_diversity",
      "title": "Calculate population diversity",
      "topics": [
        "calculate_diversity"
      ]
    },
    {
      "page": "cd_mean",
      "title": "Coefficient of Determination (R²) based on experimental design literature",
      "topics": [
        "cd_mean"
      ]
    },
    {
      "page": "cd_mean_mm",
      "title": "Coefficient of Determination (R²) for Mixed Models",
      "topics": [
        "cd_mean_mm"
      ]
    },
    {
      "page": "cd_mean_mm_h2",
      "title": "Coefficient of Determination for Mixed Models using heritability",
      "topics": [
        "cd_mean_mm_h2"
      ]
    },
    {
      "page": "check_convergence",
      "title": "Check convergence based on convergence history",
      "topics": [
        "check_convergence"
      ]
    },
    {
      "page": "check_dominance",
      "title": "Check dominance between two solutions",
      "topics": [
        "check_dominance"
      ]
    },
    {
      "page": "check_matrix_dimensions",
      "title": "Check matrix dimensions for operations",
      "topics": [
        "check_matrix_dimensions"
      ]
    },
    {
      "page": "check_memory_usage",
      "title": "Check memory usage and warn for large computations",
      "topics": [
        "check_memory_usage"
      ]
    },
    {
      "page": "check_multi_criteria_convergence",
      "title": "Multi-criteria convergence detection",
      "topics": [
        "check_multi_criteria_convergence"
      ]
    },
    {
      "page": "check_parameter_naming",
      "title": "Check if parameter names follow conventions",
      "topics": [
        "check_parameter_naming"
      ]
    },
    {
      "page": "chunked_crossprod",
      "title": "Memory-efficient crossprod computation",
      "topics": [
        "chunked_crossprod"
      ]
    },
    {
      "page": "chunked_matrix_operation",
      "title": "Compute matrix operations in chunks for memory efficiency",
      "topics": [
        "chunked_matrix_operation"
      ]
    },
    {
      "page": "clear_cache",
      "title": "Clear computation cache",
      "topics": [
        "clear_cache"
      ]
    },
    {
      "page": "compute_amatrix",
      "title": "STPGA Matrix Operations",
      "topics": [
        "compute_amatrix"
      ]
    },
    {
      "page": "compute_convergence_metrics",
      "title": "Compute convergence metrics for multi-objective optimization",
      "topics": [
        "compute_convergence_metrics"
      ]
    },
    {
      "page": "compute_generation_stats",
      "title": "Compute generation statistics for multi-objective optimization",
      "topics": [
        "compute_generation_stats"
      ]
    },
    {
      "page": "compute_population_stats",
      "title": "Population statistics computation",
      "topics": [
        "compute_population_stats"
      ]
    },
    {
      "page": "compute_prediction_core",
      "title": "Compute prediction core for matrix operations",
      "topics": [
        "compute_prediction_core"
      ]
    },
    {
      "page": "convergence_diagnostics",
      "title": "Get convergence history diagnostics from GA results",
      "topics": [
        "convergence_diagnostics"
      ]
    },
    {
      "page": "create_evaluation_cache",
      "title": "Create evaluation cache for storing computed fitness values",
      "topics": [
        "create_evaluation_cache"
      ]
    },
    {
      "page": "create_function_alias",
      "title": "Create function alias for backward compatibility",
      "topics": [
        "create_function_alias"
      ]
    },
    {
      "page": "create_progress_bar",
      "title": "Performance Optimization Functions",
      "topics": [
        "create_progress_bar"
      ]
    },
    {
      "page": "criterion",
      "title": "Unified criterion function for optimization",
      "topics": [
        "criterion"
      ]
    },
    {
      "page": "crossover",
      "title": "STPGA Genetic Algorithm Operators",
      "topics": [
        "crossover"
      ]
    },
    {
      "page": "crowding_replacement",
      "title": "Crowding replacement for diversity preservation",
      "topics": [
        "crowding_replacement"
      ]
    },
    {
      "page": "d_optimality",
      "title": "D-optimality criterion for experimental design",
      "topics": [
        "d_optimality"
      ]
    },
    {
      "page": "determine_optimal_batch_size",
      "title": "Determine optimal batch size for evaluation",
      "topics": [
        "determine_optimal_batch_size"
      ]
    },
    {
      "page": "determine_primary_matrix",
      "title": "Determine primary matrix for optimization",
      "topics": [
        "determine_primary_matrix"
      ]
    },
    {
      "page": "distance_criterion",
      "title": "Unified distance criterion function",
      "topics": [
        "distance_criterion"
      ]
    },
    {
      "page": "distance_internal_mean",
      "title": "Negative mean distance within training set",
      "topics": [
        "distance_internal_mean"
      ]
    },
    {
      "page": "distance_internal_min",
      "title": "Negative minimum distance within training set",
      "topics": [
        "distance_internal_min"
      ]
    },
    {
      "page": "distance_to_ideal",
      "title": "STPGA Distance Functions",
      "topics": [
        "distance_to_ideal"
      ]
    },
    {
      "page": "distance_train_to_test_max",
      "title": "Maximum distance from training to test set",
      "topics": [
        "distance_train_to_test_max"
      ]
    },
    {
      "page": "distance_train_to_test_mean",
      "title": "Mean distance from training to test set",
      "topics": [
        "distance_train_to_test_mean"
      ]
    },
    {
      "page": "diversity_preserving_selection",
      "title": "Diversity-preserving selection for environmental selection",
      "topics": [
        "diversity_preserving_selection"
      ]
    },
    {
      "page": "diversity_summary",
      "title": "Population diversity summary",
      "topics": [
        "diversity_summary"
      ]
    },
    {
      "page": "document_parameter",
      "title": "Generate consistent parameter documentation",
      "topics": [
        "document_parameter"
      ]
    },
    {
      "page": "e_optimality",
      "title": "E-optimality criterion for experimental design",
      "topics": [
        "e_optimality"
      ]
    },
    {
      "page": "elite_selection",
      "title": "Elite selection",
      "topics": [
        "elite_selection"
      ]
    },
    {
      "page": "environmental_selection",
      "title": "Environmental selection for NSGA-II",
      "topics": [
        "environmental_selection"
      ]
    },
    {
      "page": "evaluate_multiobjective_population",
      "title": "Evaluate population for multiple objectives",
      "topics": [
        "evaluate_multiobjective_population"
      ]
    },
    {
      "page": "evaluate_population",
      "title": "STPGA Population Evaluation Functions",
      "topics": [
        "evaluate_population"
      ]
    },
    {
      "page": "evaluate_population_smart",
      "title": "Smart population evaluation with adaptive batch processing",
      "topics": [
        "evaluate_population_smart"
      ]
    },
    {
      "page": "evaluate_solution_batch",
      "title": "Evaluate a batch of solutions efficiently",
      "topics": [
        "evaluate_solution_batch"
      ]
    },
    {
      "page": "extract_pareto_front",
      "title": "Extract final Pareto front",
      "topics": [
        "extract_pareto_front"
      ]
    },
    {
      "page": "find_non_dominated",
      "title": "Find non-dominated solutions",
      "topics": [
        "find_non_dominated"
      ]
    },
    {
      "page": "finish_progress",
      "title": "Finish progress bar",
      "topics": [
        "finish_progress"
      ]
    },
    {
      "page": "fitness_sharing",
      "title": "Fitness sharing for diversity preservation",
      "topics": [
        "fitness_sharing"
      ]
    },
    {
      "page": "g_optimality",
      "title": "G-optimality criterion (minimizes maximum prediction variance)",
      "topics": [
        "g_optimality"
      ]
    },
    {
      "page": "generate_doc_template",
      "title": "Generate standard function documentation template",
      "topics": [
        "generate_doc_template"
      ]
    },
    {
      "page": "generate_multiobjective_offspring",
      "title": "Generate offspring for multi-objective optimization",
      "topics": [
        "generate_multiobjective_offspring"
      ]
    },
    {
      "page": "generate_offspring",
      "title": "Generate offspring from elite solutions",
      "topics": [
        "generate_offspring"
      ]
    },
    {
      "page": "genomic_relationship_matrix",
      "title": "Compute genomic relationship matrix using different methods",
      "topics": [
        "genomic_relationship_matrix"
      ]
    },
    {
      "page": "get_adaptive_ridge",
      "title": "Get adaptive ridge parameter based on condition number",
      "topics": [
        "get_adaptive_ridge"
      ]
    },
    {
      "page": "get_function_variants",
      "title": "Get consistent function name variants",
      "topics": [
        "get_function_variants"
      ]
    },
    {
      "page": "get_optimal_cores",
      "title": "Get optimal number of cores for computation",
      "topics": [
        "get_optimal_cores"
      ]
    },
    {
      "page": "group_similar_solutions",
      "title": "Group similar solutions for batch processing",
      "topics": [
        "group_similar_solutions"
      ]
    },
    {
      "page": "h2_to_variances",
      "title": "STPGA Optimization Criteria Functions",
      "topics": [
        "h2_to_variances"
      ]
    },
    {
      "page": "i_optimality",
      "title": "I-optimality criterion (minimizes average prediction variance)",
      "topics": [
        "i_optimality"
      ]
    },
    {
      "page": "influence_measure_legacy",
      "title": "Legacy influence measure (for backward compatibility)",
      "topics": [
        "influence_measure_legacy"
      ]
    },
    {
      "page": "initialize_population",
      "title": "Initialize random population",
      "topics": [
        "initialize_population"
      ]
    },
    {
      "page": "legacy-compatibility",
      "title": "Legacy compatibility wrappers",
      "topics": [
        "Amat.pieces",
        "calculate_population_distances",
        "disttoideal",
        "dist_to_test",
        "dist_to_test2",
        "evaluate_population_legacy",
        "evaluate_population_optimized",
        "GenAlgForSubsetSelectionMO",
        "GenAlgForSubsetSelectionMONoTest",
        "legacy-compatibility",
        "neg_dist_in_train",
        "neg_dist_in_train2",
        "unified_distance_criterion"
      ]
    },
    {
      "page": "matrix_stability_check",
      "title": "Compute condition number and numerical stability metrics",
      "topics": [
        "matrix_stability_check"
      ]
    },
    {
      "page": "multiobjective_selection",
      "title": "Multi-objective selection based on dominance ranks",
      "topics": [
        "multiobjective_selection"
      ]
    },
    {
      "page": "mutate_solution",
      "title": "Mutate a solution",
      "topics": [
        "mutate_solution"
      ]
    },
    {
      "page": "non_dominated_sorting",
      "title": "Non-dominated sorting for multi-objective optimization",
      "topics": [
        "non_dominated_sorting"
      ]
    },
    {
      "page": "parallel_apply",
      "title": "Parallel matrix operations with proper error handling",
      "topics": [
        "parallel_apply"
      ]
    },
    {
      "page": "perform_restart",
      "title": "Perform genetic algorithm restart with population diversification",
      "topics": [
        "perform_restart"
      ]
    },
    {
      "page": "pev_max",
      "title": "Maximum Prediction Error Variance (PEV)",
      "topics": [
        "pev_max"
      ]
    },
    {
      "page": "pev_mean",
      "title": "Mean Prediction Error Variance (PEV) - Literature Corrected",
      "topics": [
        "pev_mean"
      ]
    },
    {
      "page": "pev_mean_mm",
      "title": "Mean Prediction Error Variance for Mixed Models (Henderson's BLUP)",
      "topics": [
        "pev_mean_mm"
      ]
    },
    {
      "page": "pev_mean_mm_h2",
      "title": "Mean Prediction Error Variance for Mixed Models using heritability",
      "topics": [
        "pev_mean_mm_h2"
      ]
    },
    {
      "page": "plot_pareto_progress",
      "title": "Plot Pareto front progress",
      "topics": [
        "plot_pareto_progress"
      ]
    },
    {
      "page": "population_distances",
      "title": "Calculate population diversity metrics",
      "topics": [
        "population_distances"
      ]
    },
    {
      "page": "rank_selection",
      "title": "Rank-based selection with selection pressure control",
      "topics": [
        "rank_selection"
      ]
    },
    {
      "page": "ridge_regression_cv",
      "title": "Ridge regression with optimal lambda selection",
      "topics": [
        "ridge_regression_cv"
      ]
    },
    {
      "page": "safe_matrix_inverse",
      "title": "Efficient matrix inversion with numerical stability",
      "topics": [
        "safe_matrix_inverse"
      ]
    },
    {
      "page": "select_diverse_subset",
      "title": "Select diverse subset using crowding distance",
      "topics": [
        "select_diverse_subset"
      ]
    },
    {
      "page": "simple_cache",
      "title": "Simple hash-based cache for computation results",
      "topics": [
        "simple_cache"
      ]
    },
    {
      "page": "standardize_name",
      "title": "Naming Standards and Conventions",
      "topics": [
        "standardize_name"
      ]
    },
    {
      "page": "standardize_parameters",
      "title": "Standardize common parameter names across functions",
      "topics": [
        "standardize_parameters"
      ]
    },
    {
      "page": "subset_ga",
      "title": "STPGA Core Genetic Algorithm Functions",
      "topics": [
        "subset_ga"
      ]
    },
    {
      "page": "subset_ga_multiobjective",
      "title": "STPGA Multi-Objective Genetic Algorithm",
      "topics": [
        "subset_ga_multiobjective"
      ]
    },
    {
      "page": "subset_ga_multiobjective_single",
      "title": "Multi-objective GA without test set (single population)",
      "topics": [
        "subset_ga_multiobjective_single"
      ]
    },
    {
      "page": "subset_ga_single",
      "title": "Genetic algorithm for subset selection without test set (single objective)",
      "topics": [
        "subset_ga_single"
      ]
    },
    {
      "page": "tournament_selection",
      "title": "Tournament selection",
      "topics": [
        "tournament_selection"
      ]
    },
    {
      "page": "transform_fitness",
      "title": "Fitness transformation and normalization utilities",
      "topics": [
        "transform_fitness"
      ]
    },
    {
      "page": "update_pareto_archive",
      "title": "Update Pareto archive with new solutions",
      "topics": [
        "update_pareto_archive"
      ]
    },
    {
      "page": "update_progress",
      "title": "Update progress bar",
      "topics": [
        "update_progress"
      ]
    },
    {
      "page": "validate_kinship_matrix",
      "title": "Validate kinship matrix",
      "topics": [
        "validate_kinship_matrix"
      ]
    },
    {
      "page": "validate_matrix_params",
      "title": "Input Validation and Utility Functions",
      "topics": [
        "validate_matrix_params"
      ]
    },
    {
      "page": "validate_selection_parameters",
      "title": "Validate and adjust selection parameters",
      "topics": [
        "validate_selection_parameters"
      ]
    },
    {
      "page": "validate_variance_components",
      "title": "Validate variance components",
      "topics": [
        "validate_variance_components"
      ]
    },
    {
      "page": "WheatData",
      "title": "Adult plant height (estimated genetic values) for 1182 elite wheat lines",
      "topics": [
        "Wheat.K",
        "Wheat.M",
        "Wheat.Y",
        "WheatData"
      ]
    }
  ],
  "_rundeps": [
    "AlgDesign",
    "cli",
    "emoa",
    "farver",
    "glue",
    "labeling",
    "lifecycle",
    "R6",
    "RColorBrewer",
    "rlang",
    "scales",
    "scatterplot3d",
    "viridisLite"
  ],
  "_vignettes": [
    {
      "source": "simple_demo.Rmd",
      "filename": "simple_demo.pdf",
      "title": "STPGA Package Demo Report",
      "author": "Deniz Akdemir",
      "engine": "knitr::rmarkdown",
      "headings": [
        "STPGA Package v7.0.0 Demo",
        "Package Overview",
        "New Features in v7.0.0",
        "Modern Criteria Functions",
        "Training Set Size Analysis",
        "Mixed Model Criteria",
        "Unified Interface",
        "Genetic Algorithm Optimization",
        "Single-Objective GA",
        "Multi-Objective GA Example",
        "Summary",
        "Session Information"
      ],
      "created": "2025-07-27 14:08:38",
      "modified": "2026-05-28 08:30:43",
      "commits": 2
    },
    {
      "source": "STPGA-package.Rmd",
      "filename": "STPGA-package.html",
      "title": "STPGA: Subset Training Population Genetic Algorithm",
      "author": "Deniz Akdemir",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Key Features",
        "Getting Started",
        "Optimization Criteria",
        "Setup for Demonstrations",
        "Classical Optimality Criteria",
        "Prediction Error Variance (PEV) Criteria",
        "Coefficient of Determination (R²) Criteria",
        "Mixed Model Criteria for Genomic Selection",
        "Unified Criterion Interface",
        "Genetic Algorithm Optimization",
        "Enhanced Genetic Algorithm Features (v7.0.0)",
        "Single-Objective Optimization with Advanced Features",
        "Convergence Diagnostics",
        "Multi-Objective Optimization",
        "Advanced Features",
        "Ridge Regularization Effects",
        "Matrix Stability and Conditioning",
        "Practical Guidelines",
        "Training Set Size Recommendations",
        "Criterion Selection Guide",
        "Conclusion",
        "Best Practices",
        "Criterion Selection",
        "Training Set Size",
        "Genetic Algorithm Configuration",
        "Validation and Diagnostics",
        "Genetic Algorithm Examples",
        "Single-Objective Genetic Algorithm",
        "Multi-Objective Genetic Algorithm (NSGA-II)",
        "Comparison: Single vs Multi-Objective",
        "Advanced GA Features Demonstration",
        "Further Reading"
      ],
      "created": "2025-07-27 11:30:25",
      "modified": "2026-05-28 08:30:43",
      "commits": 3
    }
  ],
  "_score": 5.061452479087194,
  "_indexed": true,
  "_nocasepkg": "stpga",
  "_universes": [
    "denizakdemir"
  ],
  "_previous": "7.0.1",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "7.0.2",
      "date": "2026-05-28T11:04:41.000Z",
      "distro": "noble",
      "commit": "d307a34778c6acc82f101ddc54e49288df77ac9f",
      "fileid": "1aee1ee48369396e51bbc6a8aa0026e521ebbaeb1bff1a1dbc2c93401df09ccb",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/denizakdemir/actions/runs/26570550028"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "7.0.2",
      "date": "2026-05-28T11:04:45.000Z",
      "distro": "noble",
      "commit": "d307a34778c6acc82f101ddc54e49288df77ac9f",
      "fileid": "5b2131b62a5b552739fce854888b061b61b96cee5f1166f22d82c5c032bd435c",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/denizakdemir/actions/runs/26570550028"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "7.0.2",
      "date": "2026-05-28T11:09:10.000Z",
      "commit": "d307a34778c6acc82f101ddc54e49288df77ac9f",
      "fileid": "3a60a066fd8a1d56060c963689dd987a527a909341f0b89dc69cadb9e308e1d8",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/denizakdemir/actions/runs/26570550028"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "7.0.2",
      "date": "2026-05-28T11:08:38.000Z",
      "commit": "d307a34778c6acc82f101ddc54e49288df77ac9f",
      "fileid": "263ef75de14cf64f2644985a3dea027ca3d374c5445f9e9367965a8f4b0d7d12",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/denizakdemir/actions/runs/26570550028"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "7.0.2",
      "date": "2026-05-28T11:04:39.000Z",
      "commit": "d307a34778c6acc82f101ddc54e49288df77ac9f",
      "fileid": "0d46bb0b46c92d8b9d337e6482dda60259910fca53d7888874b13db1476f3db2",
      "status": "success",
      "buildurl": "https://github.com/r-universe/denizakdemir/actions/runs/26570550028"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "7.0.2",
      "date": "2026-05-28T11:03:51.000Z",
      "commit": "d307a34778c6acc82f101ddc54e49288df77ac9f",
      "fileid": "487b028acae14d77a7e90e858ea3d8a6a854754bb98b7e6055644f05e89c210c",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/denizakdemir/actions/runs/26570550028"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "7.0.2",
      "date": "2026-05-28T11:03:47.000Z",
      "commit": "d307a34778c6acc82f101ddc54e49288df77ac9f",
      "fileid": "cadee450c6e211ee3c323dff59f5826879dc87496e426d0fc73c11a41925332d",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/denizakdemir/actions/runs/26570550028"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "7.0.2",
      "date": "2026-05-28T11:03:45.000Z",
      "commit": "d307a34778c6acc82f101ddc54e49288df77ac9f",
      "fileid": "1d59f834cd21d8fd4f1581902e55e69260ec18d90450333fcb9906b65a787261",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/denizakdemir/actions/runs/26570550028"
    }
  ]
}