{"id":"https://openalex.org/W4319983332","doi":"https://doi.org/10.37190/ord220404","title":"Multi-criteria human resources planning optimisation using genetic algorithms enhanced with MCDA","display_name":"Multi-criteria human resources planning optimisation using genetic algorithms enhanced with MCDA","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4319983332","doi":"https://doi.org/10.37190/ord220404"},"language":"en","primary_location":{"id":"doi:10.37190/ord220404","is_oa":true,"landing_page_url":"http://doi.org/10.37190/ord220404","pdf_url":"https://doi.org/10.37190/ord220404","source":{"id":"https://openalex.org/S2739399646","display_name":"Badania Operacyjne i Decyzje/Operations Research and Decisions","issn_l":"1230-1868","issn":["1230-1868","2081-8858","2391-6060"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310317492","host_organization_name":"Wroc\u0142aw University of Science and Technology","host_organization_lineage":["https://openalex.org/P4310317492"],"host_organization_lineage_names":["Wroc\u0142aw University of Science and Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Operations Research and Decisions","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.37190/ord220404","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008991755","display_name":"Marcin Jurczak","orcid":"https://orcid.org/0000-0002-0828-308X"},"institutions":[{"id":"https://openalex.org/I12379730","display_name":"Pozna\u0144 University of Economics and Business","ror":"https://ror.org/0532c1x92","country_code":"PL","type":"education","lineage":["https://openalex.org/I12379730"]},{"id":"https://openalex.org/I4210162755","display_name":"Poznan School of Logistics","ror":"https://ror.org/05ddbab52","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210162755"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Marcin Jurczak","raw_affiliation_strings":["Department of Logistics, Pozna University of Economics and Business, Pozna, Poland","Department of Logistics, Pozna\u0144 University of Economics and Business, Pozna\u0144, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Logistics, Pozna University of Economics and Business, Pozna, Poland","institution_ids":["https://openalex.org/I4210162755"]},{"raw_affiliation_string":"Department of Logistics, Pozna\u0144 University of Economics and Business, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I12379730"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062469834","display_name":"Grzegorz Miebs","orcid":"https://orcid.org/0000-0002-0628-6949"},"institutions":[{"id":"https://openalex.org/I4210108719","display_name":"EP Analytics (United States)","ror":"https://ror.org/020emvx88","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108719"]},{"id":"https://openalex.org/I46597724","display_name":"Pozna\u0144 University of Technology","ror":"https://ror.org/00p7p3302","country_code":"PL","type":"education","lineage":["https://openalex.org/I46597724"]}],"countries":["PL","US"],"is_corresponding":false,"raw_author_name":"Grzegorz Miebs","raw_affiliation_strings":["Advanced Analytics Team, PSI Poland, Pozna, Poland","Institute of Computing Science, Faculty of Computing, Poznan University of Technology, Pozna, Poland","Institute of Computing Science, Faculty of Computing, Poznan University of Technology, Pozna\u0144, Poland","Advanced Analytics Team, PSI Poland, Pozna\u0144, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Analytics Team, PSI Poland, Pozna, Poland","institution_ids":["https://openalex.org/I4210108719"]},{"raw_affiliation_string":"Institute of Computing Science, Faculty of Computing, Poznan University of Technology, Pozna, Poland","institution_ids":["https://openalex.org/I46597724"]},{"raw_affiliation_string":"Institute of Computing Science, Faculty of Computing, Poznan University of Technology, Pozna\u0144, Poland","institution_ids":["https://openalex.org/I46597724"]},{"raw_affiliation_string":"Advanced Analytics Team, PSI Poland, Pozna\u0144, Poland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022251442","display_name":"Rafa\u0142 A. Bachorz","orcid":"https://orcid.org/0000-0002-6940-9432"},"institutions":[{"id":"https://openalex.org/I4210124861","display_name":"Institute for Medical Biology","ror":"https://ror.org/02kstzn75","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210124861","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I4210108719","display_name":"EP Analytics (United States)","ror":"https://ror.org/020emvx88","country_code":"US","type":"company","lineage":["https://openalex.org/I4210108719"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"funder","lineage":["https://openalex.org/I99542240"]}],"countries":["PL","US"],"is_corresponding":false,"raw_author_name":"Rafa\u0142 A. Bachorz","raw_affiliation_strings":["Advanced Analytics Team, PSI Poland, Pozna, Poland","Institute of Medical Biology of Polish Academy of Sciences, d, Poland","Advanced Analytics Team, PSI Poland, Pozna\u0144, Poland","Institute of Medical Biology of Polish Academy of Sciences, \u0141\u00f3d\u017a, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Advanced Analytics Team, PSI Poland, Pozna, Poland","institution_ids":["https://openalex.org/I4210108719"]},{"raw_affiliation_string":"Institute of Medical Biology of Polish Academy of Sciences, d, Poland","institution_ids":["https://openalex.org/I99542240"]},{"raw_affiliation_string":"Advanced Analytics Team, PSI Poland, Pozna\u0144, Poland","institution_ids":[]},{"raw_affiliation_string":"Institute of Medical Biology of Polish Academy of Sciences, \u0141\u00f3d\u017a, Poland","institution_ids":["https://openalex.org/I4210124861","https://openalex.org/I99542240"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5008991755"],"corresponding_institution_ids":["https://openalex.org/I12379730","https://openalex.org/I4210162755"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28206471,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9384999871253967,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9384999871253967,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.8820202350616455},{"id":"https://openalex.org/keywords/electre","display_name":"ELECTRE","score":0.7805806398391724},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6450690031051636},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5897890329360962},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.5569653511047363},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.5384296178817749},{"id":"https://openalex.org/keywords/compatibility","display_name":"Compatibility (geochemistry)","score":0.5347378253936768},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.52643883228302},{"id":"https://openalex.org/keywords/performance-indicator","display_name":"Performance indicator","score":0.5041102170944214},{"id":"https://openalex.org/keywords/decision-maker","display_name":"Decision maker","score":0.46073266863822937},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.45158419013023376},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.43886810541152954},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4338165521621704},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3957411050796509},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19158264994621277},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1630861461162567},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13903337717056274},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.06255766749382019}],"concepts":[{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.8820202350616455},{"id":"https://openalex.org/C47431972","wikidata":"https://www.wikidata.org/wiki/Q3045948","display_name":"ELECTRE","level":3,"score":0.7805806398391724},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6450690031051636},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5897890329360962},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.5569653511047363},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.5384296178817749},{"id":"https://openalex.org/C2778648169","wikidata":"https://www.wikidata.org/wiki/Q967768","display_name":"Compatibility (geochemistry)","level":2,"score":0.5347378253936768},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.52643883228302},{"id":"https://openalex.org/C135510737","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Performance indicator","level":2,"score":0.5041102170944214},{"id":"https://openalex.org/C2986080485","wikidata":"https://www.wikidata.org/wiki/Q1331926","display_name":"Decision maker","level":2,"score":0.46073266863822937},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.45158419013023376},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43886810541152954},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4338165521621704},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3957411050796509},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19158264994621277},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1630861461162567},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13903337717056274},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.06255766749382019},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"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/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","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":4,"locations":[{"id":"doi:10.37190/ord220404","is_oa":true,"landing_page_url":"http://doi.org/10.37190/ord220404","pdf_url":"https://doi.org/10.37190/ord220404","source":{"id":"https://openalex.org/S2739399646","display_name":"Badania Operacyjne i Decyzje/Operations Research and Decisions","issn_l":"1230-1868","issn":["1230-1868","2081-8858","2391-6060"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310317492","host_organization_name":"Wroc\u0142aw University of Science and Technology","host_organization_lineage":["https://openalex.org/P4310317492"],"host_organization_lineage_names":["Wroc\u0142aw University of Science and Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Operations Research and Decisions","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:wut:journl:v:32:y:2022:i:4:p:57-74:id:4","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:dbc.wroc.pl:145468","is_oa":true,"landing_page_url":"https://dbc.wroc.pl/dlibra/publication/184633/edition/145468/content","pdf_url":null,"source":{"id":"https://openalex.org/S4210167977","display_name":"Prace Naukowe Uniwersytetu Ekonomicznego we Wroc\u0142awiu","issn_l":"1899-3192","issn":["1899-3192","2392-0041"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4322697539","host_organization_name":"Wroclaw University of Economics","host_organization_lineage":["https://openalex.org/P4322697539"],"host_organization_lineage_names":["Wroclaw University of Economics"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ord.pwr.edu.pl/","raw_type":"artyku\u0142"},{"id":"pmh:oai:doaj.org/article:9a09fc6274fa4166b25ce9955ef32378","is_oa":false,"landing_page_url":"https://doaj.org/article/9a09fc6274fa4166b25ce9955ef32378","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Operations Research and Decisions, Vol vol. 32, Iss no. 4, Pp 57-74 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.37190/ord220404","is_oa":true,"landing_page_url":"http://doi.org/10.37190/ord220404","pdf_url":"https://doi.org/10.37190/ord220404","source":{"id":"https://openalex.org/S2739399646","display_name":"Badania Operacyjne i Decyzje/Operations Research and Decisions","issn_l":"1230-1868","issn":["1230-1868","2081-8858","2391-6060"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310317492","host_organization_name":"Wroc\u0142aw University of Science and Technology","host_organization_lineage":["https://openalex.org/P4310317492"],"host_organization_lineage_names":["Wroc\u0142aw University of Science and Technology"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Operations Research and Decisions","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4319983332.pdf","grobid_xml":"https://content.openalex.org/works/W4319983332.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W59413458","https://openalex.org/W111247881","https://openalex.org/W173895910","https://openalex.org/W595181173","https://openalex.org/W1574490530","https://openalex.org/W1648097469","https://openalex.org/W1690614984","https://openalex.org/W1775508784","https://openalex.org/W1905847227","https://openalex.org/W1950482745","https://openalex.org/W1983972361","https://openalex.org/W1993530334","https://openalex.org/W2004455329","https://openalex.org/W2010345901","https://openalex.org/W2012322899","https://openalex.org/W2017051131","https://openalex.org/W2024060531","https://openalex.org/W2047798643","https://openalex.org/W2053900989","https://openalex.org/W2073817968","https://openalex.org/W2078610831","https://openalex.org/W2101285186","https://openalex.org/W2119381063","https://openalex.org/W2122801367","https://openalex.org/W2149929637","https://openalex.org/W2153075352","https://openalex.org/W2157846217","https://openalex.org/W2158598447","https://openalex.org/W2159909771","https://openalex.org/W2491681517","https://openalex.org/W2586893044","https://openalex.org/W2616649415","https://openalex.org/W2787419768","https://openalex.org/W2805269782","https://openalex.org/W2809399083","https://openalex.org/W2883366005","https://openalex.org/W2915346698","https://openalex.org/W2951965787","https://openalex.org/W2988910731","https://openalex.org/W2991471838","https://openalex.org/W2993132891","https://openalex.org/W3021341554","https://openalex.org/W3023980653","https://openalex.org/W3087438958","https://openalex.org/W3156992891","https://openalex.org/W3161148534","https://openalex.org/W3161894236","https://openalex.org/W3197140967","https://openalex.org/W3206953371","https://openalex.org/W3208725008","https://openalex.org/W3211234969","https://openalex.org/W3215251899","https://openalex.org/W4205183985","https://openalex.org/W4205195203","https://openalex.org/W4206237891","https://openalex.org/W4207075955","https://openalex.org/W4221030484","https://openalex.org/W4221045283","https://openalex.org/W4226437591","https://openalex.org/W4242791036","https://openalex.org/W4244152462","https://openalex.org/W4246623349","https://openalex.org/W4248245878","https://openalex.org/W4248841288","https://openalex.org/W4253139183","https://openalex.org/W4297917482","https://openalex.org/W6602646189","https://openalex.org/W6800500284"],"related_works":["https://openalex.org/W1752385773","https://openalex.org/W2068109473","https://openalex.org/W4230208152","https://openalex.org/W1491338215","https://openalex.org/W2621058533","https://openalex.org/W2040345527","https://openalex.org/W2343033343","https://openalex.org/W1993518163","https://openalex.org/W1977938613","https://openalex.org/W4319983332"],"abstract_inverted_index":{"The":[0,23,80,127],"main":[1],"objective":[2],"of":[3,11,35,45,50,59,65,77,82,98,115,134],"this":[4],"paper":[5],"is":[6,130],"to":[7,28,107],"present":[8],"an":[9,131],"example":[10],"the":[12,29,33,36,46,51,60,63,66,70,74,96,99,108,116,121,138],"IT":[13],"system":[14],"implementation":[15],"with":[16],"advanced":[17],"mathematical":[18],"optimisation":[19,136],"for":[20,95],"job":[21],"scheduling.":[22],"proposed":[24,128],"genetic":[25,67,135],"procedure":[26,68],"leads":[27,106],"Pareto":[30,71],"front,":[31],"and":[32,62,104,119,137],"application":[34,81],"multiple":[37],"criteria":[38],"decision":[39,100],"aiding":[40],"(MCDA)":[41],"approach":[42],"allows":[43,94],"extraction":[44],"final":[47,109],"solution.":[48,110],"Definition":[49],"key":[52],"performance":[53],"indicator":[54],"(KPI)":[55],"reflecting":[56],"relevant":[57],"features":[58],"solutions,":[61],"efficiency":[64],"provide":[69],"front":[72],"comprising":[73],"representative":[75],"set":[76],"feasible":[78],"solutions.":[79],"chosen":[83],"MCDA,":[84],"namely":[85],"elimination":[86],"et":[87],"choix":[88],"traduisant":[89],"la":[90],"r\u00e9alit\u00e9":[91],"(ELECTRE)":[92],"method,":[93],"elicitation":[97],"maker":[101],"(DM)":[102],"preferences":[103],"subsequently":[105],"This":[111],"solution":[112],"fulfils":[113],"all":[114],"DM":[117],"expectations":[118],"constitutes":[120],"best":[122],"trade-off":[123],"between":[124],"considered":[125],"KPIs.":[126],"method":[129],"efficient":[132],"combination":[133],"MCDA":[139],"method.":[140]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}