{"id":"https://openalex.org/W2733257201","doi":"https://doi.org/10.1109/cec.2017.7969430","title":"PasMoQAP: A parallel asynchronous memetic algorithm for solving the Multi-Objective Quadratic Assignment Problem","display_name":"PasMoQAP: A parallel asynchronous memetic algorithm for solving the Multi-Objective Quadratic Assignment Problem","publication_year":2017,"publication_date":"2017-06-01","ids":{"openalex":"https://openalex.org/W2733257201","doi":"https://doi.org/10.1109/cec.2017.7969430","mag":"2733257201"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2017.7969430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2017.7969430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1706.08700","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Claudio Sanhueza","orcid":null},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Claudio Sanhueza","raw_affiliation_strings":["School of Electrical Engineering and Computing, The University of Newcastle, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computing, The University of Newcastle, NSW, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Francia Jimenez","orcid":null},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Francia Jimenez","raw_affiliation_strings":["School of Electrical Engineering and Computing, The University of Newcastle, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computing, The University of Newcastle, NSW, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Regina Berretta","orcid":null},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Regina Berretta","raw_affiliation_strings":["School of Electrical Engineering and Computing, The University of Newcastle, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computing, The University of Newcastle, NSW, Australia","institution_ids":["https://openalex.org/I78757542"]}]},{"author_position":"last","author":{"id":null,"display_name":"Pablo Moscato","orcid":null},"institutions":[{"id":"https://openalex.org/I78757542","display_name":"University of Newcastle Australia","ror":"https://ror.org/00eae9z71","country_code":"AU","type":"education","lineage":["https://openalex.org/I78757542"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Pablo Moscato","raw_affiliation_strings":["School of Electrical Engineering and Computing, The University of Newcastle, NSW, Australia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computing, The University of Newcastle, NSW, Australia","institution_ids":["https://openalex.org/I78757542"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I78757542"],"apc_list":null,"apc_paid":null,"fwci":1.4214,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.8344584,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1103","last_page":"1110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9998999834060669,"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":0.9998999834060669,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9958999752998352,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9869999885559082,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.8392000198364258},{"id":"https://openalex.org/keywords/quadratic-assignment-problem","display_name":"Quadratic assignment problem","score":0.8051999807357788},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6255999803543091},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5879999995231628},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.544700026512146},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5317000150680542},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5266000032424927},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.5058000087738037},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.392300009727478}],"concepts":[{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.8392000198364258},{"id":"https://openalex.org/C98036226","wikidata":"https://www.wikidata.org/wiki/Q7268356","display_name":"Quadratic assignment problem","level":3,"score":0.8051999807357788},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6258999705314636},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6255999803543091},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5879999995231628},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5550000071525574},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.544700026512146},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5317000150680542},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5266000032424927},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.5058000087738037},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3961000144481659},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.392300009727478},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37450000643730164},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.3725000023841858},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.36070001125335693},{"id":"https://openalex.org/C81845259","wikidata":"https://www.wikidata.org/wiki/Q290117","display_name":"Quadratic programming","level":2,"score":0.3578999936580658},{"id":"https://openalex.org/C100808899","wikidata":"https://www.wikidata.org/wiki/Q1192100","display_name":"Set cover problem","level":3,"score":0.3416000008583069},{"id":"https://openalex.org/C85044808","wikidata":"https://www.wikidata.org/wiki/Q620614","display_name":"Assignment problem","level":2,"score":0.3328999876976013},{"id":"https://openalex.org/C148764684","wikidata":"https://www.wikidata.org/wiki/Q621751","display_name":"Approximation algorithm","level":2,"score":0.3305000066757202},{"id":"https://openalex.org/C194146004","wikidata":"https://www.wikidata.org/wiki/Q5532462","display_name":"Generalized assignment problem","level":3,"score":0.31150001287460327},{"id":"https://openalex.org/C52692508","wikidata":"https://www.wikidata.org/wiki/Q1333872","display_name":"Combinatorial optimization","level":2,"score":0.2953999936580658},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.29429998993873596},{"id":"https://openalex.org/C51620047","wikidata":"https://www.wikidata.org/wiki/Q23399","display_name":"Memetics","level":2,"score":0.27889999747276306},{"id":"https://openalex.org/C30202268","wikidata":"https://www.wikidata.org/wiki/Q7978065","display_name":"Weapon target assignment problem","level":4,"score":0.2703999876976013},{"id":"https://openalex.org/C60033838","wikidata":"https://www.wikidata.org/wiki/Q1751685","display_name":"Solution set","level":3,"score":0.267300009727478},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.2535000145435333}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2017.7969430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2017.7969430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:1706.08700","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1706.08700","pdf_url":"https://arxiv.org/pdf/1706.08700","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1706.08700","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1706.08700","pdf_url":"https://arxiv.org/pdf/1706.08700","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W659473080","https://openalex.org/W1480597123","https://openalex.org/W1552501108","https://openalex.org/W1561599800","https://openalex.org/W1564638059","https://openalex.org/W1766172370","https://openalex.org/W1997188340","https://openalex.org/W2013603106","https://openalex.org/W2020320008","https://openalex.org/W2020696014","https://openalex.org/W2042835211","https://openalex.org/W2054509091","https://openalex.org/W2066335675","https://openalex.org/W2106334424","https://openalex.org/W2112190147","https://openalex.org/W2116661285","https://openalex.org/W2126105956","https://openalex.org/W2137947595","https://openalex.org/W2143818971","https://openalex.org/W2170890137","https://openalex.org/W2188221021","https://openalex.org/W2941281702","https://openalex.org/W3121235808","https://openalex.org/W6604038483","https://openalex.org/W6606439196","https://openalex.org/W6609663704"],"related_works":[],"abstract_inverted_index":{"Multi-Objective":[0,12,35,100,173],"Optimization":[1],"Problems":[2],"(MOPs)":[3],"have":[4,16],"attracted":[5],"growing":[6],"attention":[7],"during":[8],"the":[9,49,74,99,113,140,153,157,172],"last":[10],"decades.":[11],"Evolutionary":[13],"Algorithms":[14],"(MOEAs)":[15],"been":[17,54],"extensively":[18,55],"used":[19,58],"to":[20,26,97,139,170],"address":[21],"MOPs":[22],"because":[23],"are":[24],"able":[25],"approximate":[27],"a":[28,41,46,92,126,167],"set":[29],"of":[30,48,129,156],"non-dominated":[31],"high-quality":[32],"solutions.":[33],"The":[34,43,63,118,143],"Quadratic":[36,101,174],"Assignment":[37,102,175],"Problem":[38],"(mQAP)":[39],"is":[40,45,65,105,166],"MOP.":[42],"mQAP":[44,64],"generalization":[47],"classical":[50],"QAP":[51],"which":[52,76],"has":[53],"studied,":[56],"and":[57,131],"in":[59],"several":[60,71],"real-life":[61],"applications.":[62],"defined":[66],"as":[67,69],"having":[68],"input":[70],"flows":[72],"between":[73],"facilities":[75],"generate":[77],"multiple":[78],"cost":[79],"functions":[80],"that":[81,111,147,164],"must":[82],"be":[83],"optimized":[84],"simultaneously.":[85],"In":[86],"this":[87],"study,":[88],"we":[89],"propose":[90],"PASMOQAP,":[91],"parallel":[93],"asynchronous":[94],"memetic":[95,119],"algorithm":[96,120,160],"solve":[98,171],"Problem.":[103,176],"PASMOQAP":[104,165],"based":[106],"on":[107,121],"an":[108],"island":[109,123],"model":[110],"structures":[112],"population":[114,128],"by":[115,135],"creating":[116],"subpopulations.":[117],"each":[122],"individually":[124],"evolve":[125],"reduced":[127],"solutions,":[130],"they":[132],"asynchronously":[133],"cooperate":[134],"sending":[136],"selected":[137],"solutions":[138],"neighboring":[141],"islands.":[142],"experimental":[144],"results":[145],"show":[146,163],"our":[148],"approach":[149],"significatively":[150],"outperforms":[151],"all":[152],"island-based":[154],"variants":[155],"multi-objective":[158],"evolutionary":[159],"NSGA-II.":[161],"We":[162],"suitable":[168],"alternative":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2017-07-14T00:00:00"}