{"id":"https://openalex.org/W2023935594","doi":"https://doi.org/10.1109/cec.2012.6256509","title":"Optimizing risk management using NSGA-II","display_name":"Optimizing risk management using NSGA-II","publication_year":2012,"publication_date":"2012-06-01","ids":{"openalex":"https://openalex.org/W2023935594","doi":"https://doi.org/10.1109/cec.2012.6256509","mag":"2023935594"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2012.6256509","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6256509","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","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/A5032226818","display_name":"Marcos Alvares Barbosa","orcid":null},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Marcos Alvares Barbosa Junior","raw_affiliation_strings":["University of Johannesburg, South Africa"],"affiliations":[{"raw_affiliation_string":"University of Johannesburg, South Africa","institution_ids":["https://openalex.org/I24027795"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Fernando Buarque de Lima Neto","orcid":null},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Fernando Buarque de Lima Neto","raw_affiliation_strings":["University of Pernambuco, Pernambuco, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Pernambuco, Pernambuco, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066130528","display_name":"Tshilidzi Marwala","orcid":"https://orcid.org/0000-0001-7372-5510"},"institutions":[{"id":"https://openalex.org/I24027795","display_name":"University of Johannesburg","ror":"https://ror.org/04z6c2n17","country_code":"ZA","type":"education","lineage":["https://openalex.org/I24027795"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Tshilidzi Marwala","raw_affiliation_strings":["University of Johanneburg, Johannesburg, South Africa","University of Johannesburg, Johannesburg, South Africa"],"affiliations":[{"raw_affiliation_string":"University of Johanneburg, Johannesburg, South Africa","institution_ids":[]},{"raw_affiliation_string":"University of Johannesburg, Johannesburg, South Africa","institution_ids":["https://openalex.org/I24027795"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032226818"],"corresponding_institution_ids":["https://openalex.org/I24027795"],"apc_list":null,"apc_paid":null,"fwci":0.3456,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.61435209,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9595000147819519,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11053","display_name":"Process Optimization and Integration","score":0.9495999813079834,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/risk-analysis","display_name":"Risk analysis (engineering)","score":0.7305546402931213},{"id":"https://openalex.org/keywords/sorting","display_name":"Sorting","score":0.6643093824386597},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6544954180717468},{"id":"https://openalex.org/keywords/risk-management","display_name":"Risk management","score":0.6437941789627075},{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.562833845615387},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5560240745544434},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5402663946151733},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.46752026677131653},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4295644462108612},{"id":"https://openalex.org/keywords/risk-assessment","display_name":"Risk assessment","score":0.4196370244026184},{"id":"https://openalex.org/keywords/audit-risk","display_name":"Audit risk","score":0.4116281569004059},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.2984182834625244},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.10571369528770447},{"id":"https://openalex.org/keywords/audit","display_name":"Audit","score":0.09998297691345215},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08819422125816345}],"concepts":[{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.7305546402931213},{"id":"https://openalex.org/C111696304","wikidata":"https://www.wikidata.org/wiki/Q2303697","display_name":"Sorting","level":2,"score":0.6643093824386597},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6544954180717468},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.6437941789627075},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.562833845615387},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5560240745544434},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5402663946151733},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.46752026677131653},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4295644462108612},{"id":"https://openalex.org/C12174686","wikidata":"https://www.wikidata.org/wiki/Q1058438","display_name":"Risk assessment","level":2,"score":0.4196370244026184},{"id":"https://openalex.org/C27504089","wikidata":"https://www.wikidata.org/wiki/Q2602080","display_name":"Audit risk","level":3,"score":0.4116281569004059},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2984182834625244},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.10571369528770447},{"id":"https://openalex.org/C199521495","wikidata":"https://www.wikidata.org/wiki/Q181487","display_name":"Audit","level":2,"score":0.09998297691345215},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08819422125816345},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2012.6256509","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2012.6256509","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE Congress on Evolutionary Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","score":0.4099999964237213,"display_name":"Partnerships for the goals"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1507582389","https://openalex.org/W1553373771","https://openalex.org/W1985102119","https://openalex.org/W2000774715","https://openalex.org/W2009499814","https://openalex.org/W2024008934","https://openalex.org/W2054034533","https://openalex.org/W2072620509","https://openalex.org/W2082760320","https://openalex.org/W2104019627","https://openalex.org/W2120733290","https://openalex.org/W2134199543","https://openalex.org/W2147370611","https://openalex.org/W2167159964","https://openalex.org/W2297395784","https://openalex.org/W2369295637","https://openalex.org/W6646508465","https://openalex.org/W6697634807"],"related_works":["https://openalex.org/W2378767206","https://openalex.org/W1540871478","https://openalex.org/W328308450","https://openalex.org/W282641168","https://openalex.org/W2376963063","https://openalex.org/W2066396794","https://openalex.org/W2366734808","https://openalex.org/W2002476357","https://openalex.org/W2391444248","https://openalex.org/W2390716080"],"abstract_inverted_index":{"Companies":[0,123],"are":[1,46],"often":[2],"susceptible":[3],"to":[4,32,63,73,86,94,105,142,146,196,226],"uncertainties":[5,18],"which":[6,88,137],"can":[7,19,212],"disturb":[8],"the":[9,76,120,138,148,163,170,179,185,209,219],"achievement":[10],"of":[11,16,111,201],"their":[12,230],"objectives.":[13],"The":[14],"effect":[15],"these":[17],"be":[20,26,95,106,227],"perceived":[21],"as":[22],"risk":[23,68,91,133,151,165,198,220],"that":[24,208],"will":[25],"taken.":[27],"A":[28],"healthful":[29],"company":[30],"have":[31,72,93,124,135],"anticipate":[33],"undesired":[34],"events":[35],"by":[36,108,169,223],"defining":[37],"a":[38,65,158,202],"process":[39,140],"for":[40,48,173],"managing":[41],"risks.":[42],"Risk":[43,70],"management":[44,154,166],"processes":[45],"responsible":[47],"identifying,":[49],"analyzing":[50],"and":[51,55,84,89,129,132,152,199,232],"evaluating":[52],"risky":[53],"scenarios":[54],"whether":[56],"they":[57],"should":[58],"undergo":[59],"control":[60],"in":[61],"order":[62],"satisfy":[64],"previously":[66],"defined":[67],"criteria.":[69],"specialists":[71,113],"consider,":[74],"at":[75],"same":[77],"time,":[78],"many":[79],"operational":[80],"aspects":[81],"(decision":[82],"variables)":[83],"objectives":[85,217],"decide":[87],"when":[90],"treatments":[92,134],"executed.":[96],"In":[97],"line":[98],"with":[99,214],"that,":[100],"most":[101],"companies":[102],"select":[103],"risks":[104,225],"treated":[107,228],"using":[109],"expertise":[110],"human":[112,128],"or":[114],"simple":[115],"sorting":[116],"heuristics":[117],"based":[118,183],"on":[119,184],"believed":[121],"impact.":[122],"limited":[125],"resources":[126,200],"(e.g.":[127],"financial":[130],"resources)":[131],"costs":[136],"selection":[139],"has":[141],"deal":[143,213],"with.":[144],"Aiming":[145],"balancing":[147],"competition":[149],"between":[150],"resource":[153],"this":[155],"paper":[156],"proposes":[157],"new":[159],"optimization":[160],"step":[161],"within":[162],"standard":[164],"methodology":[167],"created":[168],"International":[171],"Organization":[172],"Standardization":[174],"(a.k.a.":[175],"ISO).":[176],"To":[177],"test":[178],"resulted":[180],"methodology,":[181],"experiments":[182],"Non-dominated":[186],"Sorting":[187],"Genetic":[188],"Algorithm":[189],"(more":[190],"specifically":[191],"NSGA-II)":[192],"were":[193],"performed":[194],"aiming":[195],"manage":[197],"simulated":[203],"company.":[204],"Results":[205],"show":[206],"us":[207],"proposed":[210],"approach":[211],"multiple":[215],"conflicting":[216],"reducing":[218],"exposure":[221],"time":[222],"selecting":[224],"according":[229],"impact":[231],"available":[233],"resources.":[234]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
