{"id":"https://openalex.org/W4296352483","doi":"https://doi.org/10.3390/info13090438","title":"Quantum-Inspired Evolutionary Algorithm for Optimal Service-Matching Task Assignment","display_name":"Quantum-Inspired Evolutionary Algorithm for Optimal Service-Matching Task Assignment","publication_year":2022,"publication_date":"2022-09-17","ids":{"openalex":"https://openalex.org/W4296352483","doi":"https://doi.org/10.3390/info13090438"},"language":"en","primary_location":{"id":"doi:10.3390/info13090438","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13090438","pdf_url":"https://www.mdpi.com/2078-2489/13/9/438/pdf?version=1663753795","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/13/9/438/pdf?version=1663753795","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023787879","display_name":"Joan Vendrell","orcid":"https://orcid.org/0000-0002-3645-8692"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]},{"id":"https://openalex.org/I4210140791","display_name":"Irvine University","ror":"https://ror.org/04ysmca02","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140791"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Joan Vendrell","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, University of California Irvine, Irvine, CA 92697, USA"],"raw_orcid":"https://orcid.org/0000-0002-3645-8692","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, University of California Irvine, Irvine, CA 92697, USA","institution_ids":["https://openalex.org/I4210140791","https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049439078","display_name":"Solmaz S. Kia","orcid":"https://orcid.org/0000-0002-8492-6913"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]},{"id":"https://openalex.org/I4210140791","display_name":"Irvine University","ror":"https://ror.org/04ysmca02","country_code":"US","type":"education","lineage":["https://openalex.org/I4210140791"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Solmaz Kia","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, University of California Irvine, Irvine, CA 92697, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, University of California Irvine, Irvine, CA 92697, USA","institution_ids":["https://openalex.org/I4210140791","https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5023787879"],"corresponding_institution_ids":["https://openalex.org/I204250578","https://openalex.org/I4210140791"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.4064,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67842563,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"13","issue":"9","first_page":"438","last_page":"438"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9782000184059143,"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/T10567","display_name":"Vehicle Routing Optimization Methods","score":0.9782000184059143,"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"}},{"id":"https://openalex.org/T12782","display_name":"Assembly Line Balancing Optimization","score":0.9761999845504761,"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"}},{"id":"https://openalex.org/T12176","display_name":"Optimization and Packing Problems","score":0.9550999999046326,"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/benchmark","display_name":"Benchmark (surveying)","score":0.6160675287246704},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6149001717567444},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.584776759147644},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5709201693534851},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5231731534004211},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.5169262290000916},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4951862394809723},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4884130358695984},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.46462589502334595},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.454216331243515},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.45184022188186646},{"id":"https://openalex.org/keywords/quantum-algorithm","display_name":"Quantum algorithm","score":0.436230331659317},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.43348443508148193},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4173712134361267},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26855817437171936},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06949666142463684}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6160675287246704},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6149001717567444},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.584776759147644},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5709201693534851},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5231731534004211},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.5169262290000916},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4951862394809723},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4884130358695984},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.46462589502334595},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.454216331243515},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.45184022188186646},{"id":"https://openalex.org/C137019171","wikidata":"https://www.wikidata.org/wiki/Q2623817","display_name":"Quantum algorithm","level":3,"score":0.436230331659317},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.43348443508148193},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4173712134361267},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26855817437171936},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06949666142463684},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/info13090438","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13090438","pdf_url":"https://www.mdpi.com/2078-2489/13/9/438/pdf?version=1663753795","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:1251c47f17f9484d94c56e67a5bbee3d","is_oa":true,"landing_page_url":"https://doaj.org/article/1251c47f17f9484d94c56e67a5bbee3d","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 13, Iss 9, p 438 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2078-2489/13/9/438/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/info13090438","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information; Volume 13; Issue 9; Pages: 438","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/info13090438","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info13090438","pdf_url":"https://www.mdpi.com/2078-2489/13/9/438/pdf?version=1663753795","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4296352483.pdf","grobid_xml":"https://content.openalex.org/works/W4296352483.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W25231151","https://openalex.org/W2033178790","https://openalex.org/W2033885045","https://openalex.org/W2051663450","https://openalex.org/W2057798351","https://openalex.org/W2058979950","https://openalex.org/W2061992637","https://openalex.org/W2093597431","https://openalex.org/W2122274805","https://openalex.org/W2775491191","https://openalex.org/W2897295437","https://openalex.org/W2916868346","https://openalex.org/W3168655568","https://openalex.org/W3188714694","https://openalex.org/W3211148265","https://openalex.org/W4205585032","https://openalex.org/W4210902354","https://openalex.org/W6673969590"],"related_works":["https://openalex.org/W2409877639","https://openalex.org/W4388704119","https://openalex.org/W2910123824","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W2038630006","https://openalex.org/W4213379151","https://openalex.org/W3206120658","https://openalex.org/W1889203613","https://openalex.org/W2391924736"],"abstract_inverted_index":{"This":[0,78],"paper":[1],"proposes":[2],"a":[3,34,51,129],"quantum-inspired":[4,43],"evolutionary":[5,44],"algorithm":[6,17,49,92],"(QiEA)":[7],"to":[8,41,66,74],"solve":[9],"an":[10],"optimal":[11],"service-matching":[12],"task-assignment":[13],"problem.":[14],"Our":[15],"proposed":[16,47,90],"comes":[18],"with":[19,39,93],"the":[20,31,56,61,72,99,115,136],"advantage":[21],"of":[22,54,71,132],"generating":[23],"always":[24],"feasible":[25],"population":[26],"individuals":[27],"and,":[28],"thus,":[29],"eliminating":[30],"necessity":[32],"for":[33],"repair":[35],"step.":[36],"That":[37],"is,":[38],"respect":[40],"other":[42],"algorithms,":[45],"our":[46,89],"QiEA":[48,91],"presents":[50,118],"new":[52],"way":[53],"collapsing":[55],"quantum":[57,116],"state":[58],"that":[59,114,124],"integrates":[60],"problem":[62],"constraints":[63],"in":[64,80,106,128],"order":[65],"avoid":[67],"later":[68],"adjusting":[69],"operations":[70],"system":[73],"make":[75],"it":[76],"feasible.":[77],"results":[79,112],"lower":[81],"computations":[82],"and":[83,104,121],"also":[84],"faster":[85],"convergence.":[86],"We":[87],"compare":[88],"three":[94],"commonly":[95],"used":[96,127],"benchmark":[97],"methods:":[98],"greedy":[100],"algorithm,":[101],"Hungarian":[102],"method":[103],"Simplex,":[105],"five":[107],"different":[108],"case":[109],"studies.":[110],"The":[111],"show":[113],"approach":[117],"better":[119],"scalability":[120],"interesting":[122],"properties":[123],"can":[125],"be":[126],"wider":[130],"class":[131],"assignment":[133],"problems":[134],"where":[135],"matching":[137],"is":[138],"not":[139],"perfect.":[140]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2022-09-20T00:00:00"}