{"id":"https://openalex.org/W4238169517","doi":"https://doi.org/10.1109/wsc.2018.8632424","title":"OPTIMIZING RECRUITMENT TO ACHIEVE OPERATIONAL CAPABILITY CONDITIONAL ON APPETITE FOR RISK","display_name":"OPTIMIZING RECRUITMENT TO ACHIEVE OPERATIONAL CAPABILITY CONDITIONAL ON APPETITE FOR RISK","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W4238169517","doi":"https://doi.org/10.1109/wsc.2018.8632424"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2018.8632424","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2018.8632424","pdf_url":null,"source":{"id":"https://openalex.org/S4363607834","display_name":"2018 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083135731","display_name":"Brendan Hill","orcid":"https://orcid.org/0000-0003-0544-9010"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Brendan Hill","raw_affiliation_strings":["Department of Mathematics and Statistics, The University of Melbourne, Parkville, VIC, AUSTRALIA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, The University of Melbourne, Parkville, VIC, AUSTRALIA","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027262894","display_name":"David Kirszenblat","orcid":"https://orcid.org/0000-0002-7117-3430"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"David Kirszenblat","raw_affiliation_strings":["Department of Mathematics and Statistics, The University of Melbourne, Parkville, VIC, AUSTRALIA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Statistics, The University of Melbourne, Parkville, VIC, AUSTRALIA","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107869419","display_name":"Bill Moran","orcid":null},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Bill Moran","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, The University of Melbourne, Parkville, VIC, AUSTRALIA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, The University of Melbourne, Parkville, VIC, AUSTRALIA","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006284497","display_name":"Ana Novak","orcid":null},"institutions":[{"id":"https://openalex.org/I1303474014","display_name":"Defence Science and Technology Group","ror":"https://ror.org/05ddrvt52","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1303474014","https://openalex.org/I2801453606","https://openalex.org/I3139952251"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ana Novak","raw_affiliation_strings":["Defence Science and Technology Group, Fishermans Bend, VIC, AUSTRALIA"],"affiliations":[{"raw_affiliation_string":"Defence Science and Technology Group, Fishermans Bend, VIC, AUSTRALIA","institution_ids":["https://openalex.org/I1303474014"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5083135731"],"corresponding_institution_ids":["https://openalex.org/I165779595"],"apc_list":null,"apc_paid":null,"fwci":3.1442,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.94434577,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"3801","last_page":"3812"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12825","display_name":"Defense, Military, and Policy Studies","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12825","display_name":"Defense, Military, and Policy Studies","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.9690999984741211,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13371","display_name":"Military Defense Systems Analysis","score":0.9405999779701233,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/aircrew","display_name":"Aircrew","score":0.729048490524292},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5990554690361023},{"id":"https://openalex.org/keywords/risk-appetite","display_name":"Risk appetite","score":0.5461796522140503},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5273773670196533},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4499753415584564},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.4351575970649719},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.43463775515556335},{"id":"https://openalex.org/keywords/notional-amount","display_name":"Notional amount","score":0.42019063234329224},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.35494276881217957},{"id":"https://openalex.org/keywords/risk-management","display_name":"Risk management","score":0.35134148597717285},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24892446398735046},{"id":"https://openalex.org/keywords/aeronautics","display_name":"Aeronautics","score":0.16143056750297546},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1259365975856781},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1012774109840393},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1009502112865448}],"concepts":[{"id":"https://openalex.org/C2775882470","wikidata":"https://www.wikidata.org/wiki/Q373021","display_name":"Aircrew","level":2,"score":0.729048490524292},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5990554690361023},{"id":"https://openalex.org/C112723951","wikidata":"https://www.wikidata.org/wiki/Q7336262","display_name":"Risk appetite","level":3,"score":0.5461796522140503},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5273773670196533},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4499753415584564},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.4351575970649719},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.43463775515556335},{"id":"https://openalex.org/C192063788","wikidata":"https://www.wikidata.org/wiki/Q7063049","display_name":"Notional amount","level":2,"score":0.42019063234329224},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.35494276881217957},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.35134148597717285},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24892446398735046},{"id":"https://openalex.org/C178802073","wikidata":"https://www.wikidata.org/wiki/Q8421","display_name":"Aeronautics","level":1,"score":0.16143056750297546},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1259365975856781},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1012774109840393},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1009502112865448},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc.2018.8632424","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2018.8632424","pdf_url":null,"source":{"id":"https://openalex.org/S4363607834","display_name":"2018 Winter Simulation Conference (WSC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3121220529","https://openalex.org/W118552716","https://openalex.org/W4401339930","https://openalex.org/W4231809352","https://openalex.org/W2767319946","https://openalex.org/W2814431681","https://openalex.org/W2476941565","https://openalex.org/W2494064665","https://openalex.org/W2299547645","https://openalex.org/W3087901876"],"abstract_inverted_index":{"This":[0,28],"work":[1],"is":[2,46],"motivated":[3],"by":[4],"the":[5,8,14,21,25,30,93,104,117,129,134,146],"need":[6],"for":[7,111,145],"Australian":[9],"Defence":[10,48],"Force":[11],"to":[12,81],"produce":[13],"right":[15,22,26],"number":[16],"of":[17,32,62,71],"trained":[18],"aircrew":[19],"in":[20,138],"place":[23],"at":[24],"time.":[27],"necessitates":[29],"development":[31],"optimal":[33],"recruitment":[34,147],"strategies":[35,120],"while":[36],"sustaining":[37],"squadron":[38],"capability":[39],"within":[40],"some":[41,78],"risk":[42,135],"tolerance.":[43],"The":[44,84],"challenge":[45],"that":[47,116,128],"Aircrew":[49],"training":[50],"environments":[51],"typically":[52],"have":[53],"highly":[54,142],"variable":[55],"failure":[56],"rates":[57],"and":[58,103,123,127,141],"relatively":[59],"small":[60],"numbers":[61],"students.":[63],"We":[64,114],"investigate":[65],"three":[66],"receding":[67],"horizon":[68],"strategies,":[69],"each":[70],"which":[72],"use":[73],"inflated":[74],"notional":[75],"targets":[76,98],"with":[77],"deterministic":[79],"assumptions":[80],"mitigate":[82],"risk.":[83],"first":[85,118],"strategy":[86,95,106,131,144],"back-fills":[87],"expected":[88],"demand":[89],"given":[90],"fixed":[91],"targets;":[92],"second":[94,130],"dynamically":[96],"chooses":[97],"using":[99],"Monte":[100],"Carlo":[101],"simulations;":[102],"third":[105],"incorporates":[107,133],"Integer":[108],"Linear":[109],"Programming":[110],"partial":[112],"solutions.":[113],"show":[115],"two":[119],"scale":[121],"well":[122],"maintain":[124],"steady":[125],"states,":[126],"successfully":[132],"tolerance,":[136],"resulting":[137],"an":[139],"efficient":[140],"scalable":[143],"problem.":[148]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
