{"id":"https://openalex.org/W4290744535","doi":"https://doi.org/10.7717/peerj-cs.1063","title":"Some metaheuristic algorithms for solving multiple cross-functional team selection problems","display_name":"Some metaheuristic algorithms for solving multiple cross-functional team selection problems","publication_year":2022,"publication_date":"2022-08-09","ids":{"openalex":"https://openalex.org/W4290744535","doi":"https://doi.org/10.7717/peerj-cs.1063","pmid":"https://pubmed.ncbi.nlm.nih.gov/36092009","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/9455285"},"language":"en","primary_location":{"id":"doi:10.7717/peerj-cs.1063","doi":"https://doi.org/10.7717/peerj-cs.1063","is_oa":true,"landing_page_url":"https://doi.org/10.7717/peerj-cs.1063","pdf_url":null,"source":{"id":"https://openalex.org/S4210178049","display_name":"PeerJ Computer Science","issn_l":"2376-5992","issn":["2376-5992"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320104","host_organization_name":"PeerJ, Inc.","host_organization_lineage":["https://openalex.org/P4310320104"],"host_organization_lineage_names":["PeerJ, Inc."],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ Computer Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.7717/peerj-cs.1063","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047594482","display_name":"Ngo Tung Son","orcid":"https://orcid.org/0000-0003-4098-3147","observed_orcids":["https://orcid.org/0000-0003-4098-3147"]},"institutions":[{"id":"https://openalex.org/I109689652","display_name":"FPT University","ror":"https://ror.org/03esj4g97","country_code":"VN","type":"education","lineage":["https://openalex.org/I109689652"]},{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY","VN"],"is_corresponding":true,"raw_author_name":"Son Tung Ngo","raw_affiliation_strings":["Department of Computer and Information Sciences, Universiti Teknologi PETRONAS, Seri Iskandar, Perak, Malaysia","Information and Communication Department, FPT University, H\u00e0 Noi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Universiti Teknologi PETRONAS, Seri Iskandar, Perak, Malaysia","institution_ids":["https://openalex.org/I203899302"]},{"raw_affiliation_string":"Information and Communication Department, FPT University, H\u00e0 Noi, Vietnam","institution_ids":["https://openalex.org/I109689652"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077789570","display_name":"Jafreezal Jaafar","orcid":"https://orcid.org/0000-0002-8850-6203","observed_orcids":["https://orcid.org/0000-0002-8850-6203"]},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Jafreezal Jaafar","raw_affiliation_strings":["Department of Computer and Information Sciences, Universiti Teknologi PETRONAS, Seri Iskandar, Perak, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Universiti Teknologi PETRONAS, Seri Iskandar, Perak, Malaysia","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104085331","display_name":"Aziz Abdul Izzatdin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Aziz Abdul Izzatdin","raw_affiliation_strings":["Department of Computer and Information Sciences, Universiti Teknologi PETRONAS, Seri Iskandar, Perak, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Universiti Teknologi PETRONAS, Seri Iskandar, Perak, Malaysia","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086101043","display_name":"Giang Truong Tong","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I109689652","display_name":"FPT University","ror":"https://ror.org/03esj4g97","country_code":"VN","type":"education","lineage":["https://openalex.org/I109689652"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Giang Truong Tong","raw_affiliation_strings":["Information and Communication Department, FPT University, H\u00e0 Noi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Communication Department, FPT University, H\u00e0 Noi, Vietnam","institution_ids":["https://openalex.org/I109689652"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085594479","display_name":"B\u00f9i Ng\u1ecdc Anh","orcid":"https://orcid.org/0000-0002-3532-9434","observed_orcids":["https://orcid.org/0000-0002-3532-9434"]},"institutions":[{"id":"https://openalex.org/I109689652","display_name":"FPT University","ror":"https://ror.org/03esj4g97","country_code":"VN","type":"education","lineage":["https://openalex.org/I109689652"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Anh Ngoc Bui","raw_affiliation_strings":["Information and Communication Department, FPT University, H\u00e0 Noi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Communication Department, FPT University, H\u00e0 Noi, Vietnam","institution_ids":["https://openalex.org/I109689652"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5047594482"],"corresponding_institution_ids":["https://openalex.org/I109689652","https://openalex.org/I203899302"],"apc_list":{"value":1395,"currency":"USD","value_usd":1395},"apc_paid":{"value":1395,"currency":"USD","value_usd":1395},"fwci":0.1328,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.35599076,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"8","issue":null,"first_page":"e1063","last_page":"e1063"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.7182999849319458,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.7182999849319458,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12401","display_name":"Scheduling and Timetabling Solutions","score":0.14499999582767487,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.02710000053048134,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"multi-objective optimization","score":0.6980000138282776},{"id":"https://openalex.org/keywords/metaheuristic-algorithms","display_name":"metaheuristic algorithms","score":0.7789999842643738},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.824999988079071},{"id":"https://openalex.org/keywords/ant-colony-optimization","display_name":"ant colony optimization","score":1.0},{"id":"https://openalex.org/keywords/compromise-programming","display_name":"compromise programming","score":0.9929999709129333},{"id":"https://openalex.org/keywords/multi-criteria-decision-making","display_name":"multi-criteria decision making","score":0.8289999961853027},{"id":"https://openalex.org/keywords/np-hard-combinatorial-optimization","display_name":"NP-hard combinatorial optimization","score":0.7559999823570251}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.735702633857727},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.6742756366729736},{"id":"https://openalex.org/C2778770139","wikidata":"https://www.wikidata.org/wiki/Q1966904","display_name":"Solver","level":2,"score":0.6513340473175049},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6293233036994934},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5764013528823853},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.5237462520599365},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4759214520454407},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.44012191891670227},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43473103642463684},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4242957532405853},{"id":"https://openalex.org/C28767586","wikidata":"https://www.wikidata.org/wiki/Q7135006","display_name":"Parallel metaheuristic","level":4,"score":0.4232776165008545},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3403346538543701},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3373711109161377},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.25026875734329224},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17286261916160583},{"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.7717/peerj-cs.1063","doi":"https://doi.org/10.7717/peerj-cs.1063","is_oa":true,"landing_page_url":"https://doi.org/10.7717/peerj-cs.1063","pdf_url":null,"source":{"id":"https://openalex.org/S4210178049","display_name":"PeerJ Computer Science","issn_l":"2376-5992","issn":["2376-5992"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320104","host_organization_name":"PeerJ, Inc.","host_organization_lineage":["https://openalex.org/P4310320104"],"host_organization_lineage_names":["PeerJ, Inc."],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ Computer Science","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9455285","doi":null,"is_oa":true,"landing_page_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9455285/","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9455285/pdf/","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ Comput Sci","raw_type":"Text"},{"id":"pmid:36092009","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36092009","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ. Computer science","raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:d44e5731d0674dbb98e073d73fa9dd36","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/d44e5731d0674dbb98e073d73fa9dd36","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,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PeerJ Computer Science, Vol 8, p e1063 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.7717/peerj-cs.1063","doi":"https://doi.org/10.7717/peerj-cs.1063","is_oa":true,"landing_page_url":"https://doi.org/10.7717/peerj-cs.1063","pdf_url":null,"source":{"id":"https://openalex.org/S4210178049","display_name":"PeerJ Computer Science","issn_l":"2376-5992","issn":["2376-5992"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320104","host_organization_name":"PeerJ, Inc.","host_organization_lineage":["https://openalex.org/P4310320104"],"host_organization_lineage_names":["PeerJ, Inc."],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PeerJ Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G6548821937","display_name":null,"funder_award_id":"QD1097/QD-DHFPT and QD1393/QD-DHFPT for Project HO-CPDT2021","funder_id":"https://openalex.org/F4320318340","funder_display_name":"FPT University"}],"funders":[{"id":"https://openalex.org/F4320318340","display_name":"FPT University","ror":"https://ror.org/03esj4g97"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4290744535.pdf","grobid_xml":"https://content.openalex.org/works/W4290744535.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W874454605","https://openalex.org/W1965306992","https://openalex.org/W2052774564","https://openalex.org/W2058831610","https://openalex.org/W2093995766","https://openalex.org/W2554308754","https://openalex.org/W2592798214","https://openalex.org/W2729703216","https://openalex.org/W2765480214","https://openalex.org/W2772079570","https://openalex.org/W2807637204","https://openalex.org/W2809430074","https://openalex.org/W2884165914","https://openalex.org/W2885004781","https://openalex.org/W2896107239","https://openalex.org/W2898812677","https://openalex.org/W2913333339","https://openalex.org/W2971797247","https://openalex.org/W3013172909","https://openalex.org/W3016499473","https://openalex.org/W3094704314","https://openalex.org/W3121753118","https://openalex.org/W3153878118","https://openalex.org/W3166164911","https://openalex.org/W3192724601","https://openalex.org/W3196321683","https://openalex.org/W3215294199","https://openalex.org/W3215410935","https://openalex.org/W4220815897","https://openalex.org/W4230296728"],"related_works":["https://openalex.org/W3016499473","https://openalex.org/W2944949303","https://openalex.org/W2052774564","https://openalex.org/W2898631444","https://openalex.org/W4239108806","https://openalex.org/W2146905324","https://openalex.org/W2901300612","https://openalex.org/W2398203258","https://openalex.org/W2729703216","https://openalex.org/W2895364221"],"abstract_inverted_index":{"We":[0,103,133],"can":[1],"find":[2],"solutions":[3,25,51],"to":[4,17,32,46,67,127],"the":[5,48,93,118,129,135,139,159,179,182,189],"team":[6,58,81],"selection":[7,59,83],"problem":[8,14,30,60],"in":[9,65,71,97],"many":[10],"different":[11,86],"areas.":[12],"The":[13,57,174],"solver":[15,141],"needs":[16],"scan":[18],"across":[19,164],"a":[20,33,53,78,105,109],"large":[21],"array":[22],"of":[23,35,50,181],"available":[24],"during":[26],"their":[27],"search.":[28],"This":[29,75],"belongs":[31],"class":[34],"combinatorial":[36],"and":[37,52,100,114,122,149,171],"NP-Hard":[38],"problems":[39],"that":[40,107,158],"requires":[41],"an":[42],"efficient":[43],"search":[44],"algorithm":[45,120,192],"maintain":[47],"quality":[49,170],"reasonable":[54],"execution":[55,172],"time.":[56,173],"has":[61],"become":[62],"more":[63],"complicated":[64],"order":[66],"achieve":[68],"multiple":[69,79],"goals":[70],"its":[72],"decision-making":[73,184],"process.":[74],"study":[76],"introduces":[77],"cross-functional":[80],"(CFT)":[82],"model":[84],"with":[85,138,146,188],"skill":[87],"requirements":[88],"for":[89],"candidates":[90],"who":[91],"meet":[92],"maximum":[94],"required":[95],"skills":[96,148],"both":[98],"deep":[99],"wide":[101],"aspects.":[102],"introduced":[104],"method":[106,176],"combines":[108],"compromise":[110],"programming":[111,144],"(CP)":[112],"approach":[113],"metaheuristic":[115],"algorithms,":[116],"including":[117,168],"genetic":[119],"(GA)":[121],"ant":[123],"colony":[124],"optimization":[125,131],"(ACO),":[126],"solve":[128],"proposed":[130,160],"problem.":[132],"compared":[134,187],"developed":[136,175],"algorithms":[137,161],"MIQP-CPLEX":[140],"on":[142],"500":[143],"contestants":[145],"37":[147],"several":[150,165],"randomized":[151],"distribution":[152],"datasets.":[153],"Our":[154],"experimental":[155],"results":[156],"show":[157],"outperformed":[162],"CPLEX":[163],"assessment":[166],"aspects,":[167],"solution":[169],"also":[177],"demonstrated":[178],"effectiveness":[180],"multi-criteria":[183],"process":[185],"when":[186],"multi-objective":[190],"evolutionary":[191],"(MOEA).":[193]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2022-08-09T00:00:00"}