{"id":"https://openalex.org/W4402475374","doi":"https://doi.org/10.1109/ccece59415.2024.10667327","title":"Exploring Long-term Memory in Evolutionary Multi-objective Algorithms: A Case Study with NSGA-III","display_name":"Exploring Long-term Memory in Evolutionary Multi-objective Algorithms: A Case Study with NSGA-III","publication_year":2024,"publication_date":"2024-08-06","ids":{"openalex":"https://openalex.org/W4402475374","doi":"https://doi.org/10.1109/ccece59415.2024.10667327"},"language":"en","primary_location":{"id":"doi:10.1109/ccece59415.2024.10667327","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccece59415.2024.10667327","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","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/A5107157491","display_name":"Masoud Kermani Poor","orcid":null},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"University of Ontario Institute of Technology","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Masoud Kermani Poor","raw_affiliation_strings":["University of Ontario Institute of Technology,Faculty of Science,Oshawa,Canada"],"affiliations":[{"raw_affiliation_string":"University of Ontario Institute of Technology,Faculty of Science,Oshawa,Canada","institution_ids":["https://openalex.org/I39470171"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077727968","display_name":"Shahryar Rahnamayan","orcid":"https://orcid.org/0000-0002-6990-787X"},"institutions":[{"id":"https://openalex.org/I186803428","display_name":"Brock University","ror":"https://ror.org/056am2717","country_code":"CA","type":"education","lineage":["https://openalex.org/I186803428"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shahryar Rahnamayan","raw_affiliation_strings":["Brock University,Engineering Department,St. Catharines,Canada"],"affiliations":[{"raw_affiliation_string":"Brock University,Engineering Department,St. Catharines,Canada","institution_ids":["https://openalex.org/I186803428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017611735","display_name":"Azam Asilian Bidgoli","orcid":null},"institutions":[{"id":"https://openalex.org/I75381157","display_name":"Wilfrid Laurier University","ror":"https://ror.org/00fn7gb05","country_code":"CA","type":"education","lineage":["https://openalex.org/I75381157"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Azam Asilian Bidgoli","raw_affiliation_strings":["Wilfrid Laurier University,Faculty of Science,Waterloo,Canada"],"affiliations":[{"raw_affiliation_string":"Wilfrid Laurier University,Faculty of Science,Waterloo,Canada","institution_ids":["https://openalex.org/I75381157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088051228","display_name":"Mehran Ebrahimi","orcid":"https://orcid.org/0000-0002-3980-9582"},"institutions":[{"id":"https://openalex.org/I39470171","display_name":"University of Ontario Institute of Technology","ror":"https://ror.org/016zre027","country_code":"CA","type":"education","lineage":["https://openalex.org/I39470171"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mehran Ebrahimi","raw_affiliation_strings":["University of Ontario Institute of Technology,Faculty of Science,Oshawa,Canada"],"affiliations":[{"raw_affiliation_string":"University of Ontario Institute of Technology,Faculty of Science,Oshawa,Canada","institution_ids":["https://openalex.org/I39470171"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5107157491"],"corresponding_institution_ids":["https://openalex.org/I39470171"],"apc_list":null,"apc_paid":null,"fwci":0.3804,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6449413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"864","last_page":"870"},"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":0.9990000128746033,"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":0.9976000189781189,"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/term","display_name":"Term (time)","score":0.6812090277671814},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6520858407020569},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5174575448036194},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5165452361106873},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3282211124897003},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2504792809486389}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6812090277671814},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6520858407020569},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5174575448036194},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5165452361106873},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3282211124897003},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2504792809486389},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccece59415.2024.10667327","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccece59415.2024.10667327","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W414544266","https://openalex.org/W1608317386","https://openalex.org/W1833634424","https://openalex.org/W1967157470","https://openalex.org/W2000295051","https://openalex.org/W2021418037","https://openalex.org/W2022485595","https://openalex.org/W2033563039","https://openalex.org/W2055561895","https://openalex.org/W2092708874","https://openalex.org/W2102365077","https://openalex.org/W2170176908","https://openalex.org/W2276022083","https://openalex.org/W2529253627","https://openalex.org/W2538439818","https://openalex.org/W2558479790","https://openalex.org/W2773170687","https://openalex.org/W2883572891","https://openalex.org/W2993555600","https://openalex.org/W2999431676","https://openalex.org/W3144618013","https://openalex.org/W4221090632","https://openalex.org/W4280531198","https://openalex.org/W4383751690"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"the":[1,49,61,74,80,89,91,129,132,182,191,196],"field":[2],"of":[3,21,64,76,94,105,131,184,190,198],"many-objective":[4,126],"optimization,":[5,127],"obtaining":[6],"a":[7,12,102,121],"dense":[8],"solution":[9],"set":[10],"is":[11,33,73,135],"challenging":[13],"task,":[14],"mostly":[15],"due":[16],"to":[17,70,84,141,165,169],"having":[18],"hyper-surface":[19],"nature":[20],"Pareto-front;":[22],"which":[23,59,107],"cannot":[24],"be":[25,109],"covered":[26],"by":[27,52,111],"commonly":[28],"utilized":[29],"population":[30,53],"sizes.":[31],"This":[32,179],"particularly":[34],"vital":[35],"in":[36,56,79,124,188],"scenarios":[37,172],"where":[38,128],"innovization":[39,99],"and":[40,138,155,167,176,203],"informed":[41],"decision-making":[42],"are":[43],"crucial.":[44],"The":[45,146],"challenge":[46],"stems":[47],"from":[48],"constraints":[50],"imposed":[51],"size":[54],"limitations":[55],"evolutionary":[57,82],"algorithms,":[58],"impede":[60],"efficient":[62],"exploration":[63],"multiple":[65],"solutions.":[66,87,115],"A":[67],"contributing":[68],"factor":[69],"this":[71],"issue":[72],"lack":[75],"long-term":[77,117,153,186],"memory":[78,118,154,187],"well-known":[81],"algorithms":[83],"retain":[85],"these":[86,113],"On":[88],"contrary,":[90],"effective":[92],"training":[93,142],"machine":[95],"learning-assisted":[96],"optimization":[97,133,193],"or":[98],"relies":[100],"on":[101,149],"substantial":[103],"amount":[104],"data,":[106],"can":[108,119],"provided":[110],"preserving":[112],"valuable":[114],"Moreover,":[116],"play":[120],"significant":[122],"role":[123],"expensive":[125],"repetition":[130],"process":[134],"both":[136],"costly":[137],"time-consuming,":[139],"similar":[140],"deep":[143],"neural":[144],"networks.":[145],"study":[147],"focuses":[148],"NSGA-III":[150],"equipped":[151],"with":[152,173],"assessing":[156],"its":[157],"performance":[158],"across":[159],"16":[160],"benchmark":[161],"problems,":[162],"encompassing":[163],"DTLZ1":[164],"DTLZ7":[166],"WFG1":[168],"WFG9,":[170],"considering":[171],"3,":[174],"5,":[175],"10":[177],"objectives.":[178],"paper":[180],"explores":[181],"benefits":[183],"incorporating":[185],"terms":[189],"ultimate":[192],"outcomes,":[194],"including":[195],"number":[197],"non-dominated":[199],"solutions,":[200],"knee":[201],"points,":[202],"Inverted":[204],"Generational":[205],"Distance":[206],"(IGD).":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-06T13:50:29.536080","created_date":"2025-10-10T00:00:00"}